{
 "cells": [
  {
   "cell_type": "code",
   "id": "initial_id",
   "metadata": {
    "collapsed": true,
    "ExecuteTime": {
     "end_time": "2025-03-03T10:56:49.464455Z",
     "start_time": "2025-03-03T10:56:47.137275Z"
    }
   },
   "source": "import matplotlib.pyplot as plt",
   "outputs": [],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-03T10:59:45.819326Z",
     "start_time": "2025-03-03T10:59:45.698917Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#传入x和y，通过plot画图  plot:折线图\n",
    "plt.plot([1,0,9],[4,5,6])"
   ],
   "id": "6e25606e1803e13a",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x1f3ad42c8c0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-03T12:39:16.463275Z",
     "start_time": "2025-03-03T12:39:16.300006Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) #x轴的位置\n",
    "y = [14,13,18,26,25,74,25]\n",
    "#传入x和y，通过plot画折线图\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "id": "a71b93d275aacdbd",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 9
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-03T12:41:26.931135Z",
     "start_time": "2025-03-03T12:41:26.844284Z"
    }
   },
   "cell_type": "code",
   "source": [
    "x = range(1,8) #x轴的位置\n",
    "y = [14,13,18,26,25,74,25]\n",
    "#传入x和y，通过plot画折线图\n",
    "plt.plot(x,y,color = 'red',linestyle = '--',linewidth = 3)\n",
    "plt.show()"
   ],
   "id": "c281b72edccb7f6b",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 10
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-03T12:42:57.013198Z",
     "start_time": "2025-03-03T12:42:56.925686Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#折点样式\n",
    "\n",
    "x = range(1,8) #x轴的位置\n",
    "y = [14,13,18,26,25,74,25]\n",
    "#传入x和y，通过plot画折线图\n",
    "plt.plot(x,y,marker = 'o')\n",
    "plt.show()"
   ],
   "id": "77e3774958aaecde",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 11
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 设置图片的大小和保存",
   "id": "c04c4ca73bf3ad9f"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-03T12:59:03.866635Z",
     "start_time": "2025-03-03T12:59:03.703030Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import random\n",
    "\n",
    "x = range(2,26,2)\n",
    "y = [random.randint(15,30) for i in x]\n",
    "\n",
    "#设置图片大小\n",
    "\"\"\"\n",
    "figsize:figure的宽和高（英寸\n",
    "dpi：分辨率，即每英寸多少个像素，缺省值为80\n",
    "\"\"\"\n",
    "#设置画布对象\n",
    "plt.figure(figsize = (10,6),dpi = 90)\n",
    "#画图\n",
    "plt.plot(x,y)\n",
    "#./ 保存至当前路径  t1.svg 保存的文件名\n",
    "plt.savefig('./t1.svg') #矢量图(放大无锯齿感，自适应\n",
    "plt.savefig('t2.png') #标量图(放大有锯齿感\n",
    "\n",
    "plt.show()\n"
   ],
   "id": "4f05226320863eb6",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 900x540 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 18
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 图像的标签刻度",
   "id": "d30a4efc967a91d2"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T02:16:52.618086Z",
     "start_time": "2025-03-04T02:16:52.493562Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "x = range(2,26,2)\n",
    "y = [random.randint(15,30) for i in x]\n",
    "plt.figure(figsize = (20,8),dpi = 90)\n",
    "#设置x轴的刻度\n",
    "plt.xticks(x)\n",
    "plt.yticks(y)\n",
    "\n",
    "plt.plot(x,y)\n",
    "plt.show()\n",
    "\n",
    "'''刻度不均衡'''"
   ],
   "id": "a28e177dcf59c10c",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x720 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'刻度不均衡'"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T02:16:54.121599Z",
     "start_time": "2025-03-04T02:16:54.119263Z"
    }
   },
   "cell_type": "code",
   "source": "",
   "id": "6d071660e44b7f19",
   "outputs": [],
   "execution_count": 7
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T02:16:35.993679Z",
     "start_time": "2025-03-04T02:16:35.824629Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "x = range(2,26,2)\n",
    "y = [random.randint(15,30) for i in x]\n",
    "plt.figure(figsize = (20,8),dpi = 90)\n",
    "#设置x轴的刻度\n",
    "'''\n",
    "这样画的图比较好看\n",
    "'''\n",
    "plt.xticks(range(1,25))\n",
    "plt.yticks(range(min(y),max(y) + 1))\n",
    "\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "id": "70155fd7b0936ea1",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x720 with 1 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 6
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "### 构造坐标刻度标签",
   "id": "d476cc2105ae1535"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T02:28:29.906565Z",
     "start_time": "2025-03-04T02:28:29.736467Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "x = range(2,26,2)\n",
    "y = [random.randint(15,30) for i in x]\n",
    "plt.figure(figsize = (20,8),dpi = 90)\n",
    "#设置x轴的刻度\n",
    "\n",
    "#构造x轴刻度标签\n",
    "x_ticks = range(1,25) #格式：数组\n",
    "x_ticks_label = ['%d:00' % i for i in x_ticks]\n",
    "plt.xticks(x_ticks, x_ticks_label,rotation = 45) #旋转45度，缓解视觉拥挤\n",
    "\n",
    "#构造y轴刻度标签\n",
    "yticks = range(min(y),max(y) + 1)\n",
    "y_ticks_label = [\"%d°C\" % i for i in yticks]\n",
    "plt.yticks(yticks,y_ticks_label)\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ],
   "id": "57118a5eb237390d",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x720 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 13
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 设置中文",
   "id": "25019be3e7f8cc2b"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T02:58:07.516541Z",
     "start_time": "2025-03-04T02:58:07.340861Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import font_manager\n",
    "import random\n",
    "#设置中文，注意路径\n",
    "my_font = font_manager.FontProperties(fname = 'C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size = 18) #宋体\n",
    "\n",
    "x = range(120)\n",
    "y = [random.randint(10,30) for i in x]\n",
    "\n",
    "plt.figure(figsize = (20,8),dpi = 90)\n",
    "plt.plot(x,y)\n",
    "#设置x，y轴的标签\n",
    "plt.xlabel('时间',rotation = 45,fontproperties = my_font)\n",
    "plt.ylabel('次数',fontproperties = my_font)\n",
    "\n",
    "#设置标题\n",
    "plt.title('每分钟跳动次数',color = 'red',fontproperties = my_font)\n",
    "plt.show()"
   ],
   "id": "a4571cab10341c10",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x720 with 1 Axes>"
      ],
      "image/png": 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eE8SRww13eLKhJsB7jK8dH9/5fPS1Wbno9Hrh5icB/L737QnrH/xgsShOvOENvddGYjjeY/wcyFNPAkf5/e7Xi2bBwQfDMAzDMAzTKlgQZxiGYRiGYdoD3N4QPpFVndVQ8+67e4IufiUzrV/0ol42N8RsRIIgViTPaQ2xF0IsHNdZwIWdFUUiw4c/3BN+EUGS9bPpgu+FALx/f8/FjT/DSV/kgIYb/F/9q/jvv/3bvSgV/EJMyuMf33OSP//5vQOFz3ymJybjPcbrx3OkwfuLw4osIKwDuMuThxYUtfIf/kMv9mVkJP53uMXRABRO9rT4ngbxMvhsnvrUXnQOxG644JONUgHidBDpgnz3ssdkGIZhGIZhvIMFcYZhGIZhGKY9IGIEgvU3v5kvWCdBfAYysj//+eLmjMT11/cEd4jFWVndaI4J0RfuZRWxGlEiv/RLvUaa739/9mOnI1PyICEfbmw8LsRp/HwQgpGVDV73ut7PjZiTPJBXjtdDAjTc5TgIwIFBVtQKDiA+9jEhXvrS3uMnM9yT2etZuefkQCdhnFzc5Mh/3vN6DTLTme1w80O0hzj/2c/mx60ACOrg+HEhHvOYXozOa14jxM03C/G//lcvlxwHJHC2431CjjgiWZKZ8wzDMAzDMIz3JEIJGYZhGIZhGKYFoOlikRgOwZq44YaeC1hG8MTXPuc5QvzVX/Xyw0mkRvNIiKoQkCGwQsxGNIssX/ta7xfiQPLEcLC52ftVBCJMINr/5V/2mkH+0A/1IkHe8Y5eBArEchwCfOUrQrzlLTtF9KQLHe8THo9Ag0k8Tl7uOCJZ0BgUDnQI2OCrX+050fG4GxtC/OM/9h4nCwjfyRgbik9BE9EHPajXeDMLxLigiSrec4jiRcB9D1EdjwUBHp/dF77Qewz8vD/+471cdgj7+D8cfCBqB589wzAMwzAM0wpYEGcYhmEYhmG6BQRiiOaIC/n938+OVkkDl/DrXy/E3/5tfwNGCMmI90B2NuJI3vxmIV72MiH27JF/PRCtIRLjdeWJ4SQYU8RL0ddAdEaMCYToP/iDfqc2/g2v9Zpr+mNd4ALHcyOP+1vfEuLrXxfi2muFeNOb5H+O//E/eg5yHAoQOGh4xSt6jz8z03vevMMKONbxvT/6o72/43XArf2MZ/TiWvI4dEiIj360J2j/xE/0xHg425P88z/3csYhckO0f8ELev+OyBf8Hz47XA+/9Vu9gwKI+/hM8PVwtUMkx4ECDhIYhmEYhmEYr9l14YJs7SXDMAzDMAzDtASIp4jlQJ41HNNHjmR/HeI7EMECl/DP/EyxEP2TP9kTcyHeIrpFBTwPhN0iICwjl/uLXyz+OojZaHCZBo7o3/iN3iHAlVfu/P//9t+EePe7e05uAJEYMSlPe1rx8yHfG4cFP/VTsZid5v/8HyH+83/uRangwKAIZJD/8R/3DhsQc4IoExkQC4PvTTYjhaCN9wMZ5xDEZ2d3NjD93/+7F5+C14Xf00AQh4AOsR5RK3nZ8gzDMAzDMIwXsCDOMAzDMAzDdJO77uplThcJnBCHh4eFEyC2A5nfaPioyrFjPef4C1+o9/1FIC4GYj7c4Xlgy4F89byGmknQ+PLii+2/73Db//Vf95zh4+N2n4thGIZhGIZxBhbEGYZhGIZhGIZhGIZhGIZhmE7AGeIMwzAMwzAMwzAMwzAMwzBMJ2BBnGEYhmEYhmEYhmEYhmEYhukELIgzDMMwDMMwDMMwDMMwDMMwnWCo6RfgOru4izzDMAzDMAzDMAzDMAzDMIwXlLXMZEFcAu47yjAMwzAMwzAMwzAMwzAM47+5mSNTGIZhGIZhGIZhGIZhGIZhmE7AgjjDMAzDMAzDMAzDMAzDMAzTCVgQZxiGYRiGYRiGYRiGYRiGYToBC+IMwzAMwzAMwzAMwzAMwzBMJ2BBnGEYhmEYhmEYhmEYhmEYhukELIgzDMMwDMMwDMMwDMMwDMMwnYAFcYZhGIZhGIZhGIZhGIZhGKYTsCDOMAzDMAzDMAzDMAzDMAzDdAIWxBmGYRiGYRiGYRiGYRiGYZhOwII4wzAMwzAMwzAMwzAMwzAM0wlYEGcYhmEYhmEYhmEYhmEYhmE6AQviDMMwDMMwDMMwDMMwDMMwTCdgQZxhGIZhGIZhGIZhGIZhGIbpBCyIMwzDMAzDMAzDMAzDMAzDMJ2ABXGGYRiGYRiGYRiGYRiGYRimE7AgzjAMwzAMwzAMwzAMwzAMw3QCFsQZhmEYhmEYhmEYhmEYhmGYTsCCOMMwDMMwDMMwDMMwDMMwDNMJWBBnGIZhGIZhGIZhGIZhGIZhOgEL4gzDMAzDMAzDMAzDMAzDMEwncFYQf+lLXyouv/xyMTMzIy677DLxG7/xG2J9fT34v4WFBfGsZz0r+L8DBw6I3/md3yl8LNWvZxiGYRiGYRiGYRiGYRiGYdqHs4L41VdfLb71rW8FYvb1118f/HrjG98YieVnzpwRt912m/j85z8v3v72t4v3vOc9uY+l+vUMwzAMwzAMwzAMwzAMwzBM+3BWEH/gAx8oJicngz9fuHBBDAwMiFtuuUUsLy+LD37wg+K1r32t2L17t7j//e8fCN7veMc7Mh9H9esZN7jt9LL4oTd8VvzNDXc28vzfu2cxeP5PfuNkI89/88nz4rG/+1nx99+6u5HnZ7oNrjtcf986udD0S2EYhmEYhunjO3f31smfvumUscfEfvPpf3yd+O8f/7qxx2QYhmEYxl2cFcTB7/7u74qpqSlx8cUXBw5xCNk333xzEJ1y1VVXRV+HP99www2Zj6H69a961avErl27ol9MM3z9znlx+9kV8dmGBOEb7+g9/5e+d6aR5z924qy449yK+Pwtc408P9Nt/uHmu4Pr75+Pn236pTAMwzAMw/Rx7MR8sE758vdPG3vMxbVN8ZXvnxH/8O17jD0mwzAMwzDu4rQg/pu/+ZticXFR3HTTTeJFL3qROHjwYPB3OMeHhoair4Pz+/z585mPofr1EMThEKBfTDOsb24Hv59aWG3k+dfC51/d3Grk+VfWe897emmtkednus3J8L47t7zR9EthGIZhGIbpY2Vjq+93o48ZrsEZhmEYhmk3TgviyfiUo0ePil/5lV8JHOOIQdnc3Iz+f35+XkxPT2d+r+rXM24J4ifnmxHEN7ZCQdzgQluFlY3e859Z6jWSZZg6ObnQO4g5t8zXH8MwDMMwbrEaitYr69sGH3PbuMjOMAzDMIy7eCGIg42NjSBD/AEPeIAYHh4OIlSIY8eOiYc+9KGZ36f69YwbrIXO7FOhMFc3G6EgvxYK03VDi/G5RRYkmfo5FR5EsUOcYRiGYRjXoHWySeOKjcdkGIZhGMZdnBTEEXPyZ3/2Z+LcuXNBbMmNN94YNMV8/OMfLyYmJsQznvEM8cpXvjJwekMkf8tb3iKe//znZz6W6tczbkCRJcjzO79avyi33rBDnJ739CJHpjD1srm1Le4Jr7tzKyyIMwzDMAzTnciUja0LwVqIYRiGYZh246QgjmaW73//+8V97nOfINrk53/+58XP/MzPiDe/+c3B/7/1rW8Vs7Oz4tChQ+Kxj32seN7zniee+9znRt//hCc8Qbzuda+L/l729Yx7kCDdVI44FsNNZoiTII7IFM6yZ+oEVQlb271rbp4d4gzDMAzDOAatk00aV5KPtRoacxiGYRiGaS9xp0mHQBPMT33qU7n/PzMzIz7wgQ/k/v8nPvEJpa9n3M0QByfn18R9L55u5PlXm4pMCbMRN7cviIWVTTE7MdzI62C621ATnFvhyB6GYRiGYdxi1aJDPPjz+paYGnVym8wwDMMwTJsd4gzTJ4g34BBvOjIluSifW+LYFKY+ko1sOUOcYRiGYRjXIOMI/W6yUWfwZ84RZxiGYZjWw4I443SGeGORKZFDvNnIFIpNYZi6SN5vyBDnyB6GYRiGYbrSVDP9Z4ZhGIZh2gkL4owHkSlNOsQbikxJLMS5sSZTJ8mKDNyHTd0DDMMwDMMwWayEaxObkSkMwzAMw7QbFsQZJ2k6MmUjFMTXGmqqmVyIo8khw9TFqfAAateu3t85R5xhGIZhGJegeBOTwnXysdghzjAMwzDthwVxxknIod1UZMr65oWGHeLx83JkClMndAB1ZN9k8DvniDMMwzAM4xKroWFlNWGgqfyYHJnCMAzDMJ2CBXHGSZLO7GYjU5pZEK9xZArTsCD+gAPTwe8siDMMwzAM4xLk5kZF6da2mV4nSRNMch3OMAzDMEw7YUGccT4yZW5xTWwmHON1NtXc3L5Q+3OnnSlz7BBnao5MmR4bEpfsHgv+Ps+RKQzDMAzDOERynWzKvMJNNRmGYRimW7AgzjjJWihIQ5iD8eOeml3SlCFuuhxTluRC/AxniDM1cX51Qyytb4mDM2Ni9/hI8G/sEGcYhmEYxiVsxJv0N9XkhuIMwzAM03ZYEGecdogf3jfRSGxKMsO8idgUlIKODvVuz9NLHJnC1APl9R+cHRO7J4aDP59bYUGcYRiGYRh36GuAaaix5mryMdkhzjAMwzCthwVxxklIkD68d7KRxprJyJa6BfHt7QuBQ37/1KgYGRzgpppMbZyc7x2+HJhJCOLsEGcYhmEYxhEuXLhgPTKlqR5CDMMwDMPUBwvijJOshY1tLt/bPYf4athQdGJkUOydHAkEcVMNgxhGpqHmJbNjYna8J4hzhjjDMAzDMK6ANXpyWWwnMoUFcYZhGIZpOyyIM05CgvQVJIgvNJghnug6Xwf0fOMjg2Lf1Eiw6D+3zKIkYx+qxOg5xDlDnGEYhmEYt0ivy02t05MGGHaIMwzDMEz7YUGc8SJDvO7IlI3NC40tismhMjYEQXw0+DPHpjB1cNf8SvB7r6kmR6YwDMMwDOMW6XW5OYd4LKxzhjjDMAzDtB8WxBlnBfGBXUJcunvcgciUeh3iVKY5Bof4ZM+lO7fIgjhTX4Y4N9VkGIZhGMZF0nEm3FSTYRiGYRgdWBBnnGRtc0uMDA0ETtVktnEXmmrS840PD0SC+OmleiNjmG6SjEyZHhsWu3YJMc9xPQzDMAzDOEJarOammgzDMAzD6MCCOOMkEKRHBgeCHO2ZsaHAIY6u8o1kiIdNLuuCFuTjwxyZwtQLDp6GB3cFBzGDA7vEzNgwO8QZhmEYhnFWEOemmgzDMAzD6MCCOOMkiCwZHR6M4huwSF1Y3az1+ZuOTAmaanJkClPjIdDc4pq4eHpMDCCvSAixZ2JYLK9vBRUbDMMwDMMwTZOMNgEcmcIwDMMwjA5DWt/FMBbZ3r4gNrYuBA5xim/49qnFIM5hNmz0Z5sNByJTxgKHeBiZssiRKV3iO3cviv/1qW+L3/rpK8WhPb3Gsra55/yaQBHGgZleVQKYnRgR4vSymF/ZEBdP9w6oGD9ZWN0Qv/mRG8SvPvZe4lFH9jb9chgml7/82u3ihtvnxX//uQeJXcht6hjv+/Jx8Rf/fLvU1w7s2iVe+CP3Fv/mwQdF3eCg9BV/foN40sMvFT9+5YHan5/pLlS5iUq2re0Lxio58TjRY9ZshmEYpp38n8/cIoYGd4mrf+y+Tb8UhmEyYEGccQ5yZ48O9QTxKEd8flXc/8B0La8BgnxTgvhKnyDOkSld5K+vv1P8vxvvEhMjg+JNTztay3NSTj8qMojd4QHU/DIE8fjfGf/46q1nxDU3nhSz4yMsiDPOcn51Q7zyY18XS+tb4oU/em9xyWyvsXaXeOcXvi++e8+S9Ne/78u3NSKI49ACc9X65hYL4kytrKxvR1VsqKBMO8Z1q+Sw9t8/NdJ7THaIMwxjgD/4++8Ee3oWxBnGTVgQZ5xjLXRno6lmUqCrq7EmssqTkSn0eupvqhlHppzmyJROcT6MB/r49XeK//LTDxR7wuvAJqfm44aaxO6JniDOOeL+sxa63ZINgxnGNf7ya3cEYniXM3xpzfGl3/oJEaZXZXL7uRXx5Ldd21ikFVWu1b1GYhgyjuye6InXJuJNaO2NSlRTj8kwTLdB1TvmSFSeMAzjJiyIM85Bgg05xEmgI8GuTnd4Iw5xyhBPRKbMLXFkSpdYWtuM7oUPffWEeNGP3qc+h/jMTof4Wa5Q8B465Ese9jGMS+Aw+t3X3Rr9vauRBRj3hwZ29VXrZEErlaYEaeptQodtDFMXJFbDIZ78u4nHnBobDpqLd/VAjmEYc1CcE5tRGMZduKkm4xwk2IykI1NqcoinBaP6I1N6zz82MigmRoYCYZwjU7rFYiiIg/dedzzIs2wiMiXIEGeHeCsg0QzxBgzjIl/4zpz4XiIqxFQusG9gDULrnyLINNDUwQFVrnHTZaZuKCJlT7hGoQiVao/Ze4zx4YEg3oAd4gzDVIUO1ja3LwRucYZh3IMFccY51nMiU9BUs+6Gmk1sNmkRDiEc7J0cEeeWN4J8Q6Zbgvhlu8fFHedWxGe+eaqZyJREhjjjNzR+pCtgGMYV3n3t8b6opq5m+GINRGJ3ERDtmhSkz4SVa1x1wtQNrZOxPjY1ViTX3vjV1fGHYRhzJA/WNrZ5rmQYF2FBnHFXEB9sJkM8LTzXvShOZogDNPgBHFvRPUEcTeXAe67rCUW1R6ZEGeJ87bVlXOWyTcZFTpxZFp/51ilx0fSoePyDDnY6igPVHDIOcVojNfU+zYVrkq5+Tkxz0Dp5jw1BfGQw+IXD400+7GEYpgJJUx2vvxnGTVgQZ5yD3E60Idw7MRLk+Z2cX6s1WgAZnmC1oaaaY8Phz0+NNVkQ71yG+BOPXhq4xBEl8J27z1t9zlMLazsiUyJBnB3i3sOCOOMy//fLx8WFC0I86wevENNjvfY2XXRoIh4Lv2QE8YGBXYEozk01mc46xCkyxWBTTVRekCGl7vU/wzDtIrmO4QpNhnETFsQZh5tqDkabvounx8TppbVaYkPoOZralCebaoJ9U6N9eZ1M+zm/2hPEp8eGxXMec9i6SxzN7E7Or4rZ8eGoDB/MjnOGeNvG1TV2vDGOgTn2Q/90IjiEfta/uiIag7qYIZ6ukCtjdHigMYc29TbhDHGmbmhdvttCU02svUfDMYgbazIMU4Xk2MSGFIZxExbEGeczxMm1CvfY3eftu8TpBHcmzE+uv6lm6FIZIUGcHOL1OOSZ5lla3xQTI4NicGCXeMYjLw/yZD/yz7eL86t2hOmF1c3gukvGpSQ3m5wh3qIMcV6QM47xV8fuDKpQ/u1DDgY9DKg6ykSjPN8NAWXg65pyaNMhPW/ymbpZ2dFU04BDfD3pEKeGtSyIMwyjT3Js4l5gDOMmLIgzzkEOxj5BPBTq4GK1DW3uyCFet/sqnSG+jyJT2CHeCeDWXlzdFFOjQ1FGJqJTlta3xF9+7Q4rz0n3VTIuJdlUkzPE2zOucgM8xrXx7l3X3hr8+Zf/9ZHg98gh3kExKh0ZVwYOS3FPI2alTvB8Z5bJIc5jCiMaMY5YyRBPRKaYcJ4zDNNd+hzivP5mGCdhQZxxDhKgkyXDcI2BUzU01qQJa3o0dIjXXA6cXJSDfZNhZAo7xDsBxIXN7QtiKjyQSQpF777u1kBAqqOhJkCECuAMcf/hDHHGRb5221lx010L4kGXzIhHHt4T/NtohyNTSFyWFcTJTV/3fX1ueT2o2gMsiDN1sxLuE2bGhoJKuhULTTWDf+PIFIZhKpA8rOP1N8O4CQvijHOQIA3nE3FwticK31WjQ3xmvOEM8XRkCjvEO8Fi2FCTHOLgIZfNikcc3iO+d89S0GDTNKfC++pAyiE+NDggpkeHODKlBbAgzrjIu67t9Ub45X99WOza1WtkPRbO/asNZWO7tv4pgqJV6s7xTjb5hlt8k51vTBOVlBCvhweNjBW09kaFClWpsEOcYZgqcGQKw7gPC+KMwxmazTjE46aalCFed2RK7/nGdjjEWRDvAksZgjh4bthc892hgFSHQxzMTgyL82ubvJBriyDOnyPjCHcvrIpP3HhXUInyxKOXRf9Oc99aB8UonaaaTaxT5hb7K9Z4XGGaihbEeGFCuKZKh2RkShdjmxiGMUdyDOF9FMO4CQvijB9NNWvMEKcJi5oa1r0gpuejUujYIc6RKV3g/GpPEJ9MCeJPeMgl4qLpUfGZb50SJ84s2xHEw0qMrMaaCyvsEvcZbqrJuMb7v3JbEA/1jEddHlVEdT1DPDIEhPN/GWMNOcTPpA7o6+61wnSbZCXl+MhAcN9UzdGPH3OABXGGYYzGOwGOF2MYN2FBnHGO9YymUtTsj4Q7u8/fm7CGBweC0u3aI1M2tsTArtghtpeaarJDvFMOcUSVJMH98KwfvCLIbf2/Xz5uJzIlwyG+e7x3/Z1jQdxryMFJzTUZpkkwz77vy7cJpKQ859G96heCDoO7GJmypukQr3ujnY5w440+UyfkCMeBEB0KVV2r9z0mR6YwDGOA5BiysVVv82uGYeRgQZzxYkPYRFNNCJBYFK/WvNHD5Al3SpSnOjwYxGec4QzxTmWIpx3i4Fn/6goxNLBLfOifThg9qCmLTAHcWLM9GeI2GrMyjAp/+42T4p7za+InrrxYXL53ou//xjrcVDOrQq4Iipar++A+fUDPvQmYOsH1jntkYGBX3ADTlCDe11STr2uGYfThppoM4z4siDMOlwz3l1AjugGRKbbFHDrBDRziw4PB69muWIqpWraZLB+n2BTkONddFs002FRzbKcgjoOhf/uQg4E4/VfH7jT2nDhowgEUVSMk2T3eE8TnV/hAxmeSDk52qTBN855rbw1+f+5jjuz4P1OOTx9Z39pZIVdElLdeu0O8F+GGarbe83fvs2KaI1gnh9d+5OZONK/TYZUiU7ipJsMwhuCmmgzjPiyIM84RObRTJcNwr2LTN285uiFuarWr9nJkCO94LlqME/tCoTKd28m0WBDPcIiDX/7XPQHpXdfeauRwCNf73OK6uHhmNKpKyMoQZ4e43yQX4rwoZ5rk63fMi68ePyvuvX9S/NB99+/4/y5HpsRNxfvXAGUO8bozvCky5eLpXlURR6YwdYF1D1VSAlN53yR+c1NNhmHsRKbwPMkwLsKCOONNyTDFptjOEd9IRqbU7FSjEnFajBN7J0czczuZ9rG4WiyIP/LwHvGgS2bETXctiK/ddrby8919Pj8uBeyZCDPEWRD3mmSpJpdtMk3y3ut6PRCe+5jDQeRBmi431VxTjkxp5r2iw/lLd5Mg3r3PimkGVDihaJMqKWPxetuMIB426jThOmcYptsk52Y+OGYYN2FBnPFmQ0iCHWJT6hDEe5EpoVOtps0eLejTDvH9Uz1Rci4sU2ba31QzK0McwMX9y/+614TuXddWb65JufwHwsa1aWbDyBRuqtmOypv0nxmmTs4urYuPHbtDTI4Miqc84lDm11BlVt39O3xsqklrlLo32nNLvbXIJbvHG3l+prtEWd/kEDeUIU7CFTvEGYYxRXIMYYc4w7gJC+KMP4L4bD2NNZPPHzvV6pnEkiWb6QxxwJEp7QdZ8UUOcfDEo5cFQvUnbrxL3F3xfjg5v1boEN8dOsTnl/na8xl2iDMu8OGvngjm2Cf/wCExPdY7bMvNxe6gGKXeVJMyxGtuqrm4HqxTqMcEC+JM3QITHQbR79WbasaGFOphxBniDMMYi0zheZJhnIQFccbhDM1sQZwEvHoc4vW6RKg8E13uk3BkSvcc4kWCOBxRz3zU5WJz+4J4/1duq/R8FEGUL4izQ7wNJBtpskOcaYKt7QvivV/qVbVQlUsWnW6qmbP+yYO+rs68dayR0MsFB/WRIN/BvHemGWidbKupJgR2emwWxBmGqUJyXOK1N8O4CQvijHPQhLFDEK8pQzxuqpmITKkrQzxyiA9kR6aEZcpMB5pqjuUL4uCXHn1YoAfm+758WyXHb1lkCjkAOUPcb9ghzjTN33/rbnH72RXx2PvuE/e9eDr364YHdwlEi3eyqWbO+iePyE1fo0McsTdg39RoovE4C4eMaKSS0nRTTdxTHJnCMIwJqPIkbUxhGMYdWBBnnGM93FiNDA5mNtU81UhTzYYjU0KH+Bl2iLeexbXeNTA12n8NpLl874T4iSsvFvecXxN/+42T2s9313yxQ3yWHeKtIBlpwII40wTvvu7W4PfnPuZI4dehTwJEqbp6d7gEOa2lI1MayBCfC9ch+yZHoqxzHlOYuoiE61RTzeqRKVvBYRyqQ6Nccm6qyTBMBZKHajxPMoybsCDOeJchbr+pZu8EF4tiyhGsa2MelYLuiEzpOcRPe54h/sGv3Cb+6dYzTb8Mp1lc7QnPU6PZ+bpJSFh697U9oUmHU2WCeOgQ5wzxdhw0Bn/mss3OgYiLt372luAArQm+e8+i+Pwtc+Ky3ePBQV4ZgSDeQXfm+lZoCFCOTKnvvaJeJhDEmxDkmW6TbH6ZXC9XvQcQmRI16uTIFKlKEcwp3NuoGe6aXwne/+X1XlUp4yZtjUy5+eR58Sef+67Y3mbXO+M/LIgz3mRo7pkYDjaJdTXVhFOEIlPqau5FC3rK5UxHppxe9Dcy5dzyuvjNv7xRvP6abzb9UpxmKXSIT5Y4xMEP3Xe/OLxvQvzz8bPa9wVFEF0806tCSINrcWJkkB3ibcoQZ/Gqc/zt1+8Sv/fJb4uPfO32Rp7/89++J/j9KY84JIZCV3ERY0MDQWXWhQvd2mzFkW3l439/ZEp99/TpMLotiEyJmnrymMI0I4hHGeJVBfHNrR2P2cXYJlk+fuyOYE7B70z9fOArJ4L3/5ob9StEGfskDXVtaqr5ls/eIl53zbfEDXfMN/1SGKYyLIgz7m4IU4I4yqgPzIwGLmmbeZV9kSnDDUWmpBzie1rgEF8OT8npd6Y4Q3xypDhDHAwM7BKPufe+4M/HTpxTfi6ITRDEcdhE13pejjgcpuwE8JekM6VNLhVGjvOrm31Ne5vK0bwoPNx1Ueh1ef2TBxkH6mxq2ReZQs/fwXgbphlW1nvXOhlWonV6hbUl1v04NKa1d939g3xkfqU3lyyEvzP1QnP59+cWm34pTAcd4tRX6m7LJkWGqQMWxBnnoAkja0NIsQ53L6zZF8SRI1hzY52084VAfAuiK057nCFO72ubFgS2BPHJkcFA7Jbh6OW7g9+v1xDEsaCBAHNwdrzw62YnRgSMmiSqMX6xtX0h+EWwQ7y7m7KmPnsSTOWzsUNBvGMOTdWmmuTQrjNv/UzkEB+JXiePKUzTTTWrOMRp7U19g0y5ztsMRXUsb/C6sMk59dbTy02/FCYHmIiSh/q0D26Tectnox7DECyIM145pKixJsU82H7+ul0iUYZ4hlsXm08szn3Ni6P3lTfOxY5tLDKmxsrd4cTRQ6Egfru6IE730cGcuJSkQxyc5RxxL0nfc3wPdg8SdppyXKs6n6O5t2POY+2mmjUeHNDBfC8yhTPEmYabao4MVBav048JEwpiE7mpZj5L4V6kijOfqT6n3jq31PRLYXJIr1/WNy+0ThDnHgJMG2BBnHG3qeZgvkPcZmNNOsHFgjgqxaxps0dl5bQoT4LyZOCrS5ycb206Ibdx7cPJOzUqL4jf/8BUIB7dcGJeOdIkEsTDhrV57J7oCeKcI+4nLIgzsSC+1XBvEMlsbHI+d8yhuVZQIZdFnOG91UhkSvT8HXPyM81BAuyODPEwSkXvMXvfOx4eMNHjskM8n+Ww3w3HIIpG59Tjp5c712vDF9IHam2qkKbInjmPe5sxDMGCOONNU82kcGezseZ62HwuEMRr3pSnS0GT7Jsc9bo8iR3i5VAkiYogjgZ1D71sVpxf2xTfU3SKnAoPlqjyolQQZ4e4l6QX4Xwo1T1oDmtKuIyi0CQaaoK4Omu7o0011TLE63yfMiNTtlgUY0Qj0YJRtGGFQ6GstTf+3LUDOR2H+DK/R43OqXDq+rovbDvpcaVNTTUXw/2qryY9hknCgjjjpEsWm0E00cyNTLHoEF8PF9XY6FE5cl2bzbUiQTxsRnba09NYNCxK/s7kl6CpRKb0xaYo5ojHkSnFgvjseO/aQ2NNxn9BvE0uFUYOmsPIgex+ZEo3HeL0PtGBgHzz0freJxJf9gYO8fojW5huk24+T79Xie7IamiPP2O9usnzZSbkDOdYmWZImouOn+bYFJfXXTPjQ60yowTxnuGBGEemMG2ABXHGOSBI522aySFuM0OcBNu+yJSaHeJZm+EoMsXTyYebasqXoE2OKAril+vliFOlxQHZyJSwqzjjFxyZwpBo0ZRwGUWhsSAu13x0UC5apokM7zOL62J6dCiIS4kyzHlMYWoiXidbaKqZcogH/8fXduF61de+Rr6THHNvnePGmi5C48ps2IepLftfHIZRSg9HpjBtgAVxxk2HeJ4gPlNDZEq4yEBDnbrdV8VNNUe9Lk9KRqZw3l1JZIqiQ/yqUBA/puoQn5dziFNTTRbE/SQtgLN41T1cyRBXb6rZrWtV9X2Km2pu1bbBRzwXVaw1kWHOdJu0eB1liJtoqplYe49G2eR8bRc6xLk6pBGS6zh2iLsJjSszY6Eg3pL1DFUz+2zSY5gkLIgzTgGhFCeoefmZF8+M1uAQjzekYzXnc6Y73bcpMiV5Mr6p2Pyxa44blQxxcGjPeFBB8M27FpQclScX1uQE8aipJi98fCRdptmWsk1GRxBv1iGe1RskCxJau+YQj7LWFZ30dX2uZxJxKcnX2ZaNPuM+K7lNNSs4xDPMKNRgs2tjkGqG+Ao7xBshOebeepod4i5CY9JMyxziSUH87NK62OY9PeM5zgnia2tr4gUveIG4173uJaanp8WVV14p3vnOdwb/d9ttt4mpqam+X0NDQ+KJT3xi7uP92I/9mBgdHe37njvvvLPGn4hRAUIpzMPkesraJEP4O7WwZs1lTBNWE5Ep6WZBSWgD6mteV1KEY0GuJENcURBH3j5iUxD3A1FcFlRaQNAgwbs0Q5wd4l6SFstYvOoeNLc09dnTvCoriHc1MkXZIV5zZAqtP6hirYnIFqbbpBvVRdEmG+abaib/j+lneW2rzynO1AtniLvPSioypS17X2qoSbrNwirvDRm/cU4Q39zcFJdccon49Kc/LRYWFsS73vUu8fKXv1x88pOfFFdccYVYXFyMfp05c0bs3r1bPPOZzyx8zDe84Q1933fppZfW9vMwmpvBHIc4NdbE1521JM4lX0NTGeJZgvj+cAM656kgnly8sSBXLIhPKgriOo01UeIOcQPu8KwGttkOcV70+AjdbxNh5Qnffx3OEG9KEFfMxqbIlK41a6R7U/bgoNeAvL41CuWF7t8RmdKtz4lpDqrYHB8ZiOINBwd2GYlMSTfVDP6PBd8Shzi/P00eMg8N7GKHuKPQvDwdxmBubF5oVTUzMedplCvDOCuIT05Oite85jXiPve5TyDSPPrRjxaPe9zjxBe+8IUdX/uxj31MbG9viyc/+cmNvFamGXdU1FgzzD82DU5wscAYGECGeM2RKVS2mRWZMul3ZEryZLwtZWO2BHFaPKlw9PLZ4Pfrb5+X+vq7JeNS+ptq8qLHR+h+o4MWvv+6x2ooSDeV9azdVLNj2dR4nyBwYw0iA9bJEM/rEqSphwlVrMUO8W59TkxzpPO+cQ/ARFJlnU5r72SGuIls8raytX0her/ZId4MNOYe2T8p5lc2eH3usCAeZYi3ZO2NPiJJfK1cZxhnBfE0q6ur4itf+Yp42MMetuP/3vGOd4hnP/vZYmysWNB57WtfK/bu3Sse/vCHi/e85z2FX/uqV70qWFzRL8a9TTMc4jYbayJ2AnEpTSyIaYE5FrqukuyeGAk2yr5OPOwQlz91nxyx7xC/KzxQOhAeMBWxO4xMYYe4n2yE9xtF8bSlbJORZ2U9bmrsRVPNqH9Ht8QWvE8917f8+hMu7bqaakaRKZO9ijXOEGfqJitaEGv1Kut02ntkRaZ0bQySYTmRG473nTOE6wdjLg5O771/Mvg7u8RdzhAfatU8mXaI+2rUYxgvBHFkRD//+c8X97vf/Xa4wI8fPx7EquD/i3j9618vvvvd74pTp06J3/3d3xUvfelLxUc/+tFCQRzPS78Y98qFydFqq7FmsCENn5+E6bozxMfCUtAkKAndOzESOLR8vDbXty70HTowOzkf5rJNaTjE90yOiMP7JsT35paksr7p/jkYNqotAhULuCc5Q9xPyJVCgjjHG3QPmluai0zRzRDv1rWaXH/IUqdDfG5pra/JN2eIM3WT7eYeCO4dOJerPCbFsCQfnwXxnaRd4Xz/NzdX3CsUxDlH3D1WoninoSDaqS1mlHQ182lPjXoM47wgDsHv6quvFjfffHMQjTIw0P9S/+zP/ixwfB89erTwcR7zmMeI2dlZMTw8LB7/+MeLF77wheJDH/qQ5VfP6LK+FeaMZjikiYOzo1YjUyAekUOcmnvWtdiD0wKV0nkZ6tiE4vUlOzz7AjfVlD91V22qSVx1ec8lfsMd5S7xU+QQl4hModgUOMR9PIzpOiRG0nXVFpcKIwfuWXJP1uUkzjuUUY5M6ZgYtba1HeVyy4L3Co2tNmuYVykyhRziQ4MDwWF917LeGXciU0y4uaPHTNx73FRT3iGadIwz9Qrih/f1BPHvz7Eg7hrJvmDY17clMoU0CJiwkusChvGVAVc3by9+8YvFl7/85aCZJgTtJMgNhyBe5g7PIi2sM45GppQ01bQVmYJrr1eyvCtyP9XZsAqTJybOvHJpyu30cfLhyBT5RYauIE6xKcduOyfvEJeITKHYFLivfDyM6Tp0v0UZ4nz/dQpU5JBzsiknHwRTlWzsuvt3uACtP2Rd9ESdLu0oMiV0iIM2bfQZ98F6HEIgDmJ2NMCsKohnNtXka7vMIc454vWD8R5j75FQlDzOkSlOxzsNDw1E8YW+sxhWM9NhzOmwcoxhfMVJdfglL3mJ+OIXvyg+9alPiT179uz4f/z73Nyc+MVf/MXCxzl37py45pprxPLystja2hKf+cxnxB/90R+JpzzlKRZfPVOFNZnIlFDAowxkk8BllXSxUcOq2gTx9a3MhprEvqlRbycfbqpZDonNJFyqcjR0iF9/u4IgLukQn40aa3Jsir+RKb2xhe+/bpEUifDZN1HlgedVycYe7WBTTVUXPVFnJRtlhSYFcTx/U5UHTPcI1skJd3hfvx9NYXaVIlO4qaaWQ5zfo3pBZjv2q4FDPMoQZ4e4aySjmFB53pa1N93/h/eGDnGOTGE8xzlBHNngb3vb24KolMOHD4upqang14te9KK+ZppPfepTdzjHwROe8ATxute9LvjzxsaGePWrXy0OHjwYCOsve9nLxO///u+Lpz3tabX+TIzZxlsHLTrESbSlyBRaFNfhUsMCBxvaZBlomv0+O8STkSktOSW3ncumyoMvnQkcmMdOzJeKXsqRKeM9QRzd7BlPI1PC64oji7pFUqzEsNBEDwdV53Pd/TucWv8UVMhlMVrjezUXrj32TIw0kmHOdBusa1Y3t3cI4vT3Nc0DtGS0QfoxuzQGycIOcTf2Uxh7L5kZC/bM7BB3j2QUE+Z1rL3aEDt5fkdkin8mPYZJoqe6WAQieNlg8eEPfzj3/z7xiU9Ef77ooouC2BXGH2Qab82ODwf/b6OpJj1/nyA+NBiIgLguZd1tOtCGskgQ3xvmdvp4GtsXmcKCXOGpu65DHNfOlZdMi6/fsSDunF8Vl+0ez/1aun9UMsQBO8R9doj3PkOOTOkWafceRCNVF3JVcM3NhIdqMlClVJeyqWUMAUXxMnVFpmAuSK6RIMjDrYhYnmSMBcPYin9KV1JGed+a8SZRtEFfZArFNrHYm2YplRnOGeINxYsODYqBgV3iir0T4jt3LwZ7VeyRGTdYTUQx0byOMWxkaFcr9qpX7J301qTHME47xJluI7MhhCiN2BQIc6YXqlkly9hs4ozGtoib5VBJQ2XKPp7GclNNuVw2nLlMFFwDsjni15/Ij03B4c7dC2ti/9SItPiyO3QEnlvhhY+v4ypVHrAg3nVBfLv+bOwtRYf4cPfEqKTrT8chruuOlQWiF66lfWGlGkFzCI8rTF1jWfoeofGiaoZ4X2TKULUYljazvNb/nnRpnHZxr0w54rexS9zdDPGwN1kbDGFUzXxgZjS4Bqm3CMP4CgvijFNEgnRJybCtxppUSp58fnJs245NkRHEIWD66hDf2IwrP9YTf2b6y9CmRoYCx4cuUY54gSCOxQvuNVl3OCDXCTvEPW6qSa5bFq46RVrQqVu4jN1sGpEpHcoQJze8coZ4+PW21yjkAtsXVqqln9+2IM8wWU7u5N/1BfHwMCoU1pMNNjkfO98hThUhHJlSLzTWjoZ7VWpuyDnibpHc10cO8Rasv6mpJmIYEeV6Znk9atzOMD7Cgjjj5CRftiGkHPGThhtrRpEpiXImau5lu2kUiRbJLve5kSkeliclT8XbcEJuw0WJMjTduBTiqlAQP1YgiKs21ExGpnCGuH9QRQZdW1yh0S2adojLHnQnqesgug1NNcdqWqPQQXyyoWa/IN6dz4ppuEldDU01oxgWFsR3QAL43rBahAVxNxzix1kQd7SpJhziFJmy3Z5+V6PDYu/USFBFf3bZP12CYQgWxBlHM8SLIyMQmQJM54jTRNXnEK/JfRWXVg2UR6Ys+ReZwk01i8GmCwfs1PhQl/tcNCWmRofEjXfM557YU2XFgfA+kmH3eBiZwose7yChCtcF4AOpbpEuZ6/byRvN6wVzW5pORqZoN9WsR5CmqLadgnj38t6ZZsirpKzaADNqfsdNNZUyhPdP9Uw6HCvTbLxW7BDnyBSXoMoTjCskiLfh4BiCOIpDsE6jijGOTWF8hgVxxsumUgctRaZkNtWkRbFlEUEqQzx0Y3jpEOemmlIn7lUd4ihhfehls4Fj55a7z2d+zcn5NW2HOEem+Afdb6g+wfXRpqzfb9w5L26dY1dUEelGc3V//jpCb+wQ747QohMt0x+ZUo9DnCrVdmSIb3Xns2Kab1JnWhBHxm9y7R/FsLDYuwNyhFOMIzvEizlxZlncePu8RYd4TxBnh7ij49XwQDRPt8EhvrS2FRhs0NONDsjnPOxtxjAEC+KMlxvCyCEeCnu2m2rWsdlMllblMTM2LIYGdvmZIc5NNaUy2aYrCuIyOeI6kSlRhjhHpnhH5NAdHAhEybYI4tvbF8Qz//hL4kX/95+bfimeOcTdzxCvKxfbxwq53MgU6w7x9T4RrMufFeOYQ7xi3jciU5Lu8ORzcGRKvkP8InKI83tUyEs/8C/i6X98nbG1V3pOvXT3WHCgww5x99ZecFJj3R1Hplzwft0NAxdVnPps1GMYggVxxssMTWtNNTOcbHVlmZJoUbQZRrNFZPahNAmTkk8kRfC2CHKmT9zB5KiaGJLFVZfPBr8fO5HtSDk1rxGZQhni7BD3Drr3hoewKN/l/YI8uSlEI9o5XoirZYjXLFzKVn4lgfMIQmuXGjXK9lBpOjKFcoOj569JkGeYpOMy6xrUFsQ3t3aI7BTxxAc9OyFHOLlDV8Imm0w295xfC65NU9UG6aqrocEBcfmeieB56LCCaR585hhXsJ6hz8r3/e9yOMZSvOe+8FCMI1MYn2FBnHEK2qhT5+y6M8RJkO+LTAkFausO8Y1yhzhtRpENvbDqlzDJkSnFnF/rfZ5Toz3h2TWH+O6JMEN8hRc9vpHcPI0MDXq/ICdoTO6SaOp1hrhGs8guxRXovk8kBtpeo9CGlzJDdwry3fmsmGbjn3IzxDXGCxwY45A4vfbmDPF8ltb7M8Q5MqXetUpWX47DYWPNWzk2xRmwfqFxBYaUNux/qZp5codDnCNTGH9hQZxxs1FISfOti6dHxa5diEyx1FSzgciUuKlmsSBOC1DfXJHrCVfqxmY7HKo2HOJTBhziELpxj9x86nymoET3jYogPjkyGMT1nGWHuHckHboQrzDOXkBbeM+hvg7sTC2GxoCoqWrdGeJhtjQOY1TA3Lvaoc9WtkKuKYf43FJ2ZEqUId6hz4pxs6mmjkM8cp2nxieqDuU4kJ1wU0016BpaMx2ZMhhfs9RY8zjHpjgBqrjxOdE4gurMNsyT1O8qikyhDHF2iDMew4I44xSyzbfg4IZL6e7zq0ajQ9ZDoTa7qeZ2PRniJYI4TT6+ncZSHE3wZ89PyG2wSA7xsAytCijPg0sclQRoOpjlEIfYNDM+pPSYiE1BZEobxNQukRTa4gZ4/t+DVMqOecO3CKkmNuPUB6CxDHGFppo092IM68p8UdUhbtuhnRuZUpMgzzAreU01Rwa0xeu8x8Q+ACIWi735Bo790+wQLwPrZdOCeNbh6RF2iDtp2KA9fVuaapIgPk2RKWHF2BnPTHoMk4QFccYpVLJGD86OBmWOZ5bXzUemDPVOcussR14JxZ30ojwNbUZ9y+tKCnBtEONMsxhliFcXxMFVYWzKsVRsCq7j+ZWNwB0OkVsFCGr47Ngx5XFkSktyDNNjMo8pKoL4lvNNNeuMK3MF3YODuppaYs2BBmEUnxU/P2eIM/WwluMQr9LrZzWKYRnIjm3qyPijwnIUmTLSlyvM7ATjInlITM29dB8k59TD+0OH+Bw7xF2ADtJih3g7BHGqDpkc6XeIn17yy6THMElYEGe8bSpFcQ8mY1PIxZzMMKfIFFqA1F0KmhuZ4pkgzk015XLZpg0L4tff3u8Qp/uFGtOqEOWIc2yKVyTdRHTY14bGmkmhtO5GkT5BIhE1xq1buNTPEO9WUzud5qPJDbfNgw64HE8vrgcH8oNQxRNwZApTF3mVlFUiU4rW3vi3rhzIqbC0vhW45+mQVSe7vSsk1yamHeLJOfVIGJnCDnE3oKry8ZQg7vs8eT7cq06lHOKnPdMkGCYJC+KMl5EpSUHPqCBe2FTT7iRGgjuJAHn42sAiGZnCbs6CU3dDgvhDD81mNtaMGmqGjWlV2B1uflgQ94v2OsS3d5SnMjshQYcE8dozxB1vFum7IB5Fllhco5xf2wzm7XRcSt/z8z3IWCav+Tz9XUeYjfr3ZFRn4t9weLzJa9Y+ltc2xcTIUCT2LW/01q/MTpKHNKbG6Kw59bLd48FhJWeIO+YQD8eVtsQVLqUyxDFGTowMBgfmDOMrLIgzjjbVHJR3iIcCn8nn72+qWVdkipxDvA2RKUlxnMluVFKVmbFhcZ+LJsVtZ5b7Dk9OkSCu4RCfDQW1cyt+XXtdJym0tcnNmRTB2SFevjFrKkPcZedzu5pq2nufKB+U3GCZz8/3IGMZWidTTE/auFIpQzxj7R0ZYlowX5oC/ToQkYJG6xDFAWeI55O8Jk2JoVlzKv4MURx7Ys69b57ooC00ucWRKRdat1dFbAqiOH2Pg2G6CwvijL8O8dDhSgKfyefvb6oZlm1b3pTLN9UMy5M8O41NCnA8aRaUoRkSxAEaa4IbErEpVSJT9oSRKWisyfgD3W89Qbw3vqxv+b9hSsZYdUU0rbIhnyFBvGbHdST0qjbVrCkb2xXooCIt9kkfHFh8nygflPJCs5t6duNzYpojz81NfzcuiNPjssAYgb0QMrEnRoeC/RFa0fD7k0/yvTE19+b1mzgcNtaEEYZplrTJbbQlZpTFjGrmveFB+VnPjHoMQ7AgzjiFSvMtGxnicVPNLIe43Uksr9N9GmpiM+dZZAo31ZQsQwtz2Ww11jQSmbLCgrhP0AJ8aGCXGBns5f+ub/rtUtkRmdIR0bTK3LJ7fKQR4TKrAZgMdVVn+dhDJdshbu9znYsc4hmCeItimBi3yTOO0FihI8xSzEp2hvhAp8YgGZaoAfzIYNCYHe8bO8QlI1NMZYjn7JU5R9zBsSrc0yNzvw2GMBLEpxN71f3huoDWCQzjGyyIM446pCQE8VnzkSkboUiU1VTT9oJ4teWRKckysTaIcXWculfl6CFqrBkL4lRRoddUkzPEfQQHUNg4YfPalhzDHU012SEunSFee2SKZhRIZ5tqKjrpyVFuc41C6w2qUOt7fmo8zvcgY5m8aEH6+6qFpprJr2EQj9Jbq1JcCvKD2SGeT/KaXDfeVLP/mj2yvyeIH2dBvHHSlSdtaaq5GFYzT4b3f7JyjCrJGMY3WBBnnEKl+RYJeiYjU6KmmkO9k9w6m2rKZogjUgPCgk8dnbe2LwS/CN9PyK2euhsUxK+8ZDoQV9BY8wJqXBMVFZdoOMRnw8gUzhD3CwigdMjXrqaa5p1XbYTep6YzxHWjQLriztRtPkoHBzY/V+pDkRmZUoNDnWGS6/Dxkf57BO5LNBTUWafnNepM/hsLvhkO8dHB6D2CQMuNR+tbp+Q7xHuRKbdyY01nPndax7TFjJJVzUyRKb4Z9RiGYEGccQqV5lszY70O51YiUxIOLcrHtJ0hTgv5rBzDJHB5ojzp7PJ6n8jsMiSAI7KhLWKctUYlBiNTIEA98NIZcXZ5Q5w4sxL826mFtSDz8aLpnU4/2cgUzhD3C9xvNKa2q6lmMjKFBYsywScWxLe8aqppe+71XRCPM7y3molMCQ862CHO2CYv75uiO7QyxNcLMsQ7diin4xBnF71KZIrhDPHUXHE4jExhh3jzpKu+46aafq+9z2c01YyjXFkQZ/yEBXHGKVRKq7EAhst1YXXTmHsjq2Q5cl9tuNFUE+ydGgma2kAU9+lzpTgQ3xcEtk7dcV4g8/mr8HDKEb/9nNjevhBUVOyfGu079JGFI1P8BPcbfd5tWZQDdojLsbLeOxAht2PdhyEqvUGSdLWppm6GuM33qSgypU2HbIxfrsskWKvriLJ032WtvaJschZ7I5bW0w7x3rqeXfQSTTUNjZFRv4nUOv7yveOB4eXWOXaIN016T9+W6sylDEE8ikzxrLcZwxAsiDNeZ2hSbIqpHPGNBptqRgv9VCloFvvC8qTTnpzGboSfK02gbRDjbOSy4cAABz0mOXr5bPA7YlMQs7O5fSFqSKsKNeXjyBR/QBkzCknSDvE2CMjJMZndqcVzCzZlNK/W3lRTNxu7Y+7Mqk56m/cAZYNmO8TbM6YwblNkHMF9gHtItXIybn63876rkk3eVpbXUhni4XvEjTVrzBDPmStQrXPp7Li4c36Fr9mGWaGq79CIQJ+V7/vfrH5XHJnC+A4L4oxTYEMHl+yQ5MY5aqxpKDYl2yFez4IYDhT87DKigW8NLGKHOG3c/V4QmAb53ovrm30n7qYbax47ca5SQ00wyw5x76tu2pJjmB6Tu+Ii1hlbMLfAPVlH1nRhA7Dw+WXpWlyBbvPROgRpOnynw/j+5w/ndb4HmYYiU6qI19FjZvQ44DiQAod4KPShqSZgQby+yJSieK0j+yeCCuLbz7JLvEnSfcHi6kw/ok5L+10l4j3poJwjUxhfYUGccQpM8iqNt0w31tzI2JBGZduWHYiYPDFxyjiEafLxxyHeWwBwZEo22EhgAWtDED+ybzLI2//6HfPixJneAvngrHp+ODX8xKHN/AoL4r6QPuQbbUnZZnpzaTvSylew+YJjEnNLLFw2kyFO154sTQn4vlTIEejNgXHZ5sEBqovwPDPjO+coOujgKg3GNrjGsT5HA83cBpi6gnhhU81ujEEqGeK0no/f996/M/0krx1Th4bRIXOGIE454hyb4laGeFuqM1HNjPE3ee35ZtJjmDQsiDPONn+T4eDMqOHIlJ5wm8xXrisyBWWbWV3us6AcT1/yuta3yFEy1Bp3qo1MtmQJmikGBnaJo5fvDhZhn7vlnuDfdCNT8FhozMcOcX+IGgUPtTFDPBmZ4v/PY9tRSRuYusdf7SiQoY45xOngQLGPBA7R8fnaugfQewKl0Nj0Zh3YR9moLRhTGPfH/Lw+K7oVJaslMSyAHeIxS2u992IiXK+SQ5wPDWQc4nYjU8CRfRPB77dyY81GiZv10tp7VyvW3tivwryVXAvsDU16HJnC+AoL4oxTYEOlJIgbjkzJyjqto2wbG841BXe8b5PPeugQx8IAxh5yjDP9XbuTJWg2YlM+ddOpSpEpYPfESLDA74pI5Ttpd26bGuBxZEo55AbHYWvkUKr5vYoagGlmY3dlrMlrlCYDDjtsfa4LqxtBlQHlhO547qjxON+DjP34pzxBvGpkStbjcoZ4gUM8FMLpPaJ/Z+xniBc1YCaH+PHT7BB3yiHeAjMKtApEJqWrmaFdYP/qS9U6w6RhQZxxaqCFQ1tlM2gvMiU++URpEE52bQouUZd7SYf4/rA8ac4TQTwZRYNfPi8IrDrEQwe9aeAQT+a70UGSDnCIgwWOTfGCtJOorYI4xzWUiz1RZErN75V+s8gwrqwjQmuRyFEGPlvEukE0NA3NG7TuyHpuwFUaTB3xTzQupKF/V3UqR8JVxvo7HoN4ftnhEA/Xq+Ph7+yir2+dUhSvhZhEwA7xZklHMbVh7b0UHnplxXsiyhX54jxWMj7CgjjjDDqNtyKHuCFBnCaqZGQKlW7bzF0tcqhkQY2t/IlMid9X/PJ5QWArkw1M2XKIXz7b93fdyBSwmxprsiDuBe1uqsmRKSpzS1MZlnHeqVoUSNcc4kW5sGVAuIMWbqNhF60zqDItTRs2+ozfDTWrNMCUcYhT/AGTzBDnpppNR6ZkxWtdsbcXmcIOcbcc4m2IK6SGmll7VYpy9aVynWGSsCDOOENWXEkZF02NBhEcp+btNdWkRYfNppqqgrhvkSkbiYMGfL5tEOOsLDIsZIiDi6fHxGW7x6O/H6jgEN8dOsQ5R9wPKJ6I8gtpfG2DgJwck7simurnWA5G1U51C5eVHeItuFZtNtUENt3/tM6gg/idz81NNRn7FDm5k/+uLojnm3HI3cnu5xhEJiQd4iyIF5M8TDEmiG/lzxW4Dy6ZHRO3n13mQ8oGWckRxH1eexf1u4JDHHBsCuMjLIgzzhCdeCtsmocGB8T+qVFx6vxaUEppShBPO8THRwaick2rooV0U02/Jp6kS5UjU+oXxJMucWxepis8DzLEwbllP669rkMNbUdCwYxEyTbcg+wQV3dVYgNd93ulc9idFHm7ctiB9wkHFmherMqoxXgZimajdUeaoYFdgTGB70HGJrROLmuqqermLmqqqes6bzPLkSgWZoiPdGucVmXFRoZ4+JhkdEhzeN+EwHb1jnMrRp6PqTBehffHaAvW3ufDauasPWSkSyz5UbnOMElYEGcqg8xKE07ldGm/SmwKhGoT8SFrBZEpNhd8cWmV3M8OZwaEzTlfIlMSggjeWyzUNj1eFNgSxLNO3U031kRcSrI7uG6GuM3IFIwpvsQB4d51uZlUWoyk39vgHErGWLEYV+aqHIiqnfzJEO+W0IL3Sccdnlyj2PhsaSwmB1gazCc4vOB70AyYTziiI78iqKyppuo9UBTFwk0183OEJylD3IOmmhhb0Ry4NRniW9vBfJq3lucc8eahyhOam+PIFDvGunr3qoMFUa5slmL8gwVxpjJv/vQt4pGv/ZT4/tySEXFDddMcN9asLqDRyW3apW57Y64amUKxKQurm14IW7QAIId48t+Y4lw20401qzTUTGaIz1uMTHnPdcfFI177afHPx88I13nGH18nfu4tXxCu0pWmmixYZEOOYZpbMLfhs7fRfNFk9VcyMmWtI001A0FcIz886RC3IUpHkSlhRmgWeN1tGFNc4El/cK148h9e2/TLcI6ySkrdvG+sv+G0TRthgsekyBQ+oIigaBSKSvEhMuUl7/+a+NE3/n0jsU42KtnwOEXz6eFQED9ecV/O6ENr0rHQjEBu/vUWRKZMjfb2gUnYIc74DAviTGVuPnk+cPwer3gSrdt4azoUEcm1UAUSaXc4xC1nmUYTp4IgTpvTsx5EV8RRNPGmw+dFgbWmmhmn7qb4wSN7xUsed1/x73/ifpUeJ26qae+6++ZdC8HvX7+j97vLfG9uKfi1bSlOydSYNtpGQTzxM7A7VS5mANdBUKFT4/WqG5kSHUR3JJuaXH860P1t42CIHF95kSn0/Jwhbobvn14SN59ccHZOaYrIyT1UEpmyoR6Zkrf2jqtDeX7JyxEeD53iLh8awLB1dnlDnF3aaEVkynqJIH5kX6+x5q3cWLMxMBcjSiyqzmxRZErWXpV6m532pLcZwyRhQZypDAljVTdi6w7kjOI1YAJD87FaHeKJxmey7A8nHx9iU9b7mmqGp+QeLwrqPHU3BXJpX/H4B4hH33tfpcfZPU4Z4vY2FnOhAHNywUyzXNtiH8y2rop28b23qzWd7jNLkdkhXiwihS4+2pTVeYCAsV4nG7tLkSmIEEP0m6ohgEAUjq3Pda4kMqX3/Hb7rHQFVG5gzMbbaDOWrA3xT6YaYGLuzs0lD5+LM8Rj4ATHUE6CrA8OcdpvLK5teN9UMxgjcHg6WO4Q58iU5sCYgXGFYm0iM5jHa++lgmpm9HMDHJnC+AgL4kxlSBirumDUzxk1t8GHSJT1/Labe0WRKZJNNZOnsSby2+tuqtkWQc4U5wty2VxjlhziFgVxKrk7Ne+2IA4HH41bS2tbjjfV7HeprHl+/2FTiPGYDi9tVe/4TtyfghzioXBao8CD59LJxh6LXM/t/2x1e6gQJE7ZiJeRiUyh66oNlSdNkoyS86WPRl2srPfHP+XmfSsIs1iH4j3PM6Nwhni2KDY5MhQJfXGGuLvvEY2Liw2s03DtROsuA9cRrleYMIrmCjTVBMfZId4YOAhJ7unb0L+nqN9VFJnC8xbjISyIM5WZD10stFitXFatuCGMNvgGJhlMVFk5glFkiqWNeVq0kGGfR6ex6aaayX9j4lP3aYsOcVPsmRixHplCAozrDvGk08PVhlLxvRc6hFty/2FTCBclNXllh7hc9REJp3W6lHSjQIYGB8TQwK5OiFG6FXI7Du1tNNVcWg+um8mCA/u2jCtNkzQKcOm5Wq+dKENcYbwoW3vrxrC0FRxEQ/ieSJg3yCHu8jhNcU4UT1gnuHbwHvVipbZrOTyFYHnR9Kg4cWY5qD5i6jfL4LNOHrShQg7rGZ/NYHSgNJUhiPtk0mOYNCyIM947xE1mZ2KhkZXLRpOaLdElnfMqw/4pfyJT4gzxWBD3eVHgY1NNU+wer8Eh7klkStKN6a5DPG5o2yeIei5ckfBHgrjvP09dIlLsVKtREA/yTvWqXzD3uiy0mEJ3/WO7ASkiUNCnBHEp5AgtburZ/s/KJslxzAezQzNN6nIE8RF140o6UipNb826y+l87DrBHgn9JybD3HBALlhXTQHJ+6ruyBQcIFB0BjW0NtekunhORY44Pqs7z7m9jm4jtD5N7+kxnvi8VqX7J1MQD81SFHnJMD7BgjhTeYFKC8qqm1Y6OS9qFJJFJFYbikwpdIhb2uythAv4vEV5Fj6dxm5kRKb4nKNm69Tdh8iUGcuCOMYROiBwPTIlOR64uhlsa4Y4zTczYyjddtud1iQkDqUd4nVliMOdBid/FaG3C3E4uhVyOyvlzN4HEMNRnl8Ul9J7/vqz6dtIcl1E0WGMPTf3ahTDkn/f4XHZId5jOVyr9jnEh4fcj0yJBPGt2u9njJ+4ZkeGBo1VMsvMFZwj3hx5fcHwmSVjsXyDjD9Zgjgq+vZMDPO8xXgJC+JMJRYSTX8qN9XUzNCMszO3jGzcMwVxy53mI5eKws/uY2RKr6lmOxyqJllc3fAmMgWZzRAhKSrJNMkDnqX1LXE+fG+cd4g7uhmM3UT9GeK+33/03qOZoKlS5DaS7k9hSzi1l4092Gsy2PJmjfQ+qRoCbGeI0/qC8kHzn7/e66qtsENcv5JSJzKlLIaF/o8PXHsshQf/ExkOcVcPDbC3g1M6udauCzpwGSOH+Fb1uYzG2LJ4LTjEwXEWxGuHDvEzHeIem1HOr+ZniJNRDzqJqwYhhsmDBXGmEucSoljVksJIuFHM0IxLdatNMnRqm7Vxj5wnlkSvNY2mmihhBj6cxlJsA1yqcVPNdgscqqfu6A1IlQius3tiJHBx23AZp0WAUw7HpiTFn+XQ1e4aaTdRWyo0ovL5YKNpxnnViaaaw/UeiJBAq5uNbbJpthcHPNpOejuCNDXIooq0PKIonpZ/TrZhh7iEcaTEIa7SVHNVYu2Nx8V6lbOYYxd4sp8A7n1kI7vqEE/eU3UbF5IH0tHcW/E6knWIH9lPDnFurNmYQzw1rowM7go+P0TpeN3vKife0yejHsMk8UN9YZwlGZtQ1R0QnXqrRqaQM8mQQ72ZyBSdppokiLs/8ZBwis0+RTf4HtlgEojLKEErymh1id0TPSe7DZf4XEoEODnvriiw6oNDfKt/XG2LQzyKAhkaCMYVdvDJuSpJmK5LuKzqEI9ErpZ/vtWd9HY+V1pf7OfIlFpgh7i+IF7FIZ73mMnH7UJ0k6wgNpFyiELwdTVnPXlPkcO1LuLrK66OrTpGysaLHgkjU9gh3qQRof8zovmdKha87XeV4xD3qbcZwyRhQZypxLnleMFuqqmmavMtUw7x6NQ9FGyzN+XbzjTVJMeWb5EpdODguyBnCpRPogw1b4HhIrMWc8TPhNcznQ2c9MUh7miJIFVi0H3XlsgiOpzE2Ixf2GCwg694Q95E88N0ZI8q0dzb8iiOeP2hKYjTof2GHYc4VaTlPn9kTOB70Jgg7oHZoU7K3Nw60R0ygji5PF0VfJt2iIMJCOIbW046X5N7QxL06yK5t0O8W+/11BMvekUYmcIO8frJM7n53sOH7p+iyBRfepsxTBIWxJlKJAWxyhnimk2laCNW9fmTjR93PIdll1pZp/u8nxtlS7RhdRluqpnPcrCJEGIqpwTN1cgUML9iftFDZeL3Dss93Y5MSW60trwQ2iJB3PP7LxkFQmKr7z+TDdKCD82XtUWmVGwWGVVntVxo1TUE7KiUM/y50sZWNjKF70GDkSkerO3qpMw4ohNtSPEqxRnidg6bvHaIJzLE6f3b2r7g5P2fPKQjh2sT86+pPg+ye+WZseHgIPO208vBZ8M0MFalI1M8r9A8v7YZVHnnGRz2TXJkCuMnLIgzlTiXEMSqblh1BXFTGaMk2mY31TTTuFM251UWLHYQ1eD6Qp2bauqfuLvIbosOcVpIPfjS2eD3k/PuCuLJ+85Vh3hakBwY2BXkffp+/0UZjcMDCXes3z9THa7KuqMtyA2n7RA3dODtOrqRcaYr5dLMqUamtPxzss0GO8RzofG9rKmmyj0g21Qz+bVdJnKIj/a/X+OhQO6iiz7pyK5bEM86uK8rMgUc3jcRHFK4XGnZRmisSB9wRxXSDh4cybC4uhnsVfPiPSnKNR19yTCuw4I4Yy5DvGpTTXIRqzbVNOSMKhLk47JtS5EpEmWbhQ0sHN84JfPZfS8ZMw1lGvoUmUIZ4lYE8fBaftClM8HvLi/kvXKIJ8Y1/NnXBTlBY3EQmRLNAW5+Bk2SPmyNmh/WdHige9DduQzxiu9THFliKTIl3OjmPn9Hmp/aZi0xLmN+5RiorAaF2fcInIuDA7uU9iLJpod5RFEsDoq9dbOY4xBHZApwsbFmckyCoNfUgXRUyWYs3rN8rqAc8VvnOEfchXgn+swoytAnUGWA8bJor0oOcYq+ZBhfYEGcqcS5FZNNNXUjU8yUMxY31bS7KS9zvuQR5XU5Pvkkm2rS58uCuFyTEqczxC001SQB5sGhIO52ZIr7DvEormgwJYh7LlzRWIw4q0iMY4e4dGRK/RnimlEglvt3uEL15qN2qiRkI1NMGRO6TnpcPpPo09N18lyXBFyLqOZUyhBfl8gQ70iVigy0zsnKEO/9/5bbxoWa12nJCgRTc280p0rsFw+TIM6NNWslr+rb58gUmb0qHZy7btJjmDQsiDOVmLeQIa5aWk0LWXNNNbMEcbsZgjpNNfs6OjtensRNNcsjU3wSxKMMcQubdVpI3f/AdOD2cjsyJbnRcm8jmOc8xT3o+4EUOWGDyBQSLNghvoOV9e3gs8e91ERkim7l1465t+Wf7VrVppqWDjoowoqcX/nPz/O6FUGchQXpppr0fyqCON134zJNNVkQjyrhJlLr1ShWxvXIlJod4vR+BAf3hube9a0teYf4/l5jzePcWLNW8vb0qGIBPq6/Zfaq1HybBXHGN1gQZ4xliDftEK+6EaQSpsLIFEsuNVroj+WUgubhSwMLem+xGKAFwbqHJWM2I1O8zBC34hBfF4inw8Lq4ulRcc/imrOLx2Q8wXLN2ZRVnKfYSOGe3Pa40RKNxXDvRX0kWu4i1p1bqAdGX2TKpl+RKW3Ppo5df7qCuKUM8cW1wP1ZJEL2P3+7P6e6BXHX13Z1ImMcwXiB91C2iWCyF0Ue9HzsEE86xLMjU1w8NOiLTGkyQ3zYzKEhrXNk5tTIIc6RKbWyQuvT1LzpsyGM7p2ivWoU48oNoRnPYEGccSdDXFcQN1QqHDfV3FV7ySQWkTDwqbrDosgU1x3iCVGONs6uipxNnbpPj3kkiFvNEF8LBPehwQFxYGZMXLggxD3n3by+myzFrVL5Erk5Pb4Ho0PEvlJkf38eG1y40Mt8TIqZ9TfVdDMKpG0OcRuxbhg7FlY3S/PDm7iu2kp6XYQDCUa+146qeM1NNdWgSriJHU01KTLFvXXQeoOCeHx9DURje3WHuPycemQfO8SbYKUsMmXL48iUgr0q9m7QMvggl/ENFsSZSpAghkG/6kaMnEXKkSmGc9myM8QHrDfVxHuY17m5NK/L8cknKcr5fELe1Km7s4K4YYc4NlMQvshlcHBmzOnGmkmRzsXszFyHuMeLcoIiNHqRKXYjrXwFVQBwSiY3ZZQ7WneGuLYg3pH8Xt3IOJuC9NllubiU3vOTk9/fMcUFaEymODyOTOmfb5PxT1mQMKsqiKednFmPifiprkOVcJMph/j48JDDkSn96zTZ6gET0DUTNNU0NPeqNNVEvCF6/hw/s+R1RaC/ho2B7KaaHu5/KW5oKnXvJxkY2BUY9TBvwZDBML7AgjhTifmVDTEzNhSIeVUdXLrNt0w1VCs6dbfdVBOLyLKS5Cz2h8LhnOOCeNTYj5tqtqSppp0M8Tivtvf4B2d7gvgpR3PEkxsbcvq7RtbmadjjRfmOyJRhRKawQ7z40GCnQ7yuA8mqQq/tudcVqh4cROsgg58ruZNpPC4iPmRr9+dU13VAc5/rZoc6wRhQ1mdnTNHNvSoZw6LymJ1wiPvUVDP1udVZzZecg6NDy4p71TXFeC24xLFeutvRSstuZYj7a0aJMsRLqplxgI6f77yjeyKGyYIFcUYbCJoQ8/ZMjojxkYFgANysMMirlIElMdVQLRJtM07dY9Hd/GIPp/ZY4KgeBPgUmRLH0bBDvB2CuB2HeCTAhO44RKa47BDvi0wJm035ILS1wiHe11ST84sLxZ6EeFF3hvia5rxeV3WWK5CQrLMOsOWkJ3eyUmQKO8QrQfflJbPjUYQYE8c/FWV96xygyUSmxLFNPL9EGeLpppokiDv4HqXnujobayaFUVNRdSoOcXBkf5gjfppzxJvIjk/isyHsvGQ1sy+V6wyThAVxppI7nDKjoty+CptW1UmeQPkkcr8rO8QLI1PsNdWMutxrOMSjicfxstrke+vzCXlTnbtdA4u6yZFB4xnikQATlugfnB11WhBPbpCdzRDPaaoZ/J/HImOyqWYcmeLvz2ODLLGnbuFSd14nqMzcxVJ8k6g0SqvLIR5V7ISVaHU/fxchoeQSdoiXxj9lgaxmlXiTSLgqikzpSJWKDHTwj/VflkOcDmFdIr3OqbOaL3l9RYfRleNF1eYKaqx5nAXx2siLYooNYRf87XdVslf1xajHMElYEGe0ITFsdmIkbjpTYTFUpWQYrqqqG7FkrEeu+8qCA1HGoZLH3gk/TmKxmQE4uOCmmjm5bB411aRswoXVDaN5jLEAE0amzIw7HpnSn03pYmZeVuVL5BD3WLyisRiCad252H4L4vW+V7q9QXYcRrf8s40OrnQPDix8riqRKfT8Po8pLrC+wyHu9trOpYaaOg0wlZpqOij2NuUQn0g7xIcdjkxJjUl1RjmsWGj+rRpDRo01b+XGms44xH00hNFetcwh7kuUK8M4LYivra2JF7zgBeJe97qXmJ6eFldeeaV45zvfGf3/j/3Yj4nR0VExNTUV/brzzjtzH29hYUE861nPEjMzM+LAgQPid37nd2r6SdrP/Mp65BA3kfOpeuqdBAuDqu6N9Ui03fn8EHLRx8eGQ6SKID40OBA0OERZrYtiXPKzxUYfTUM5MsX/yBSKTcEld37VnEt8LnQUpDPEXXWIJzc2OBhw0R2J+wy9epONyHxelBNrWZEp7BDvgwQcNzLEdaNAuvHZVs0Qp0o5k1USKpEpcRSPe4KYnxniPVHhdHgo0XVknNzJ/5cXxMvzmMnlyRnisUM8vV+JI1Pcq5SjMYnWQHU6xLMiUyoL4orxWuwQr5+8ff3I4C5v+/csrstmiPth1GMYpwXxzc1Ncckll4hPf/rTgZj9rne9S7z85S8Xn/zkJ6OvecMb3iAWFxejX5deemnu4730pS8VZ86cEbfddpv4/Oc/L97+9reL97znPTX9NN1wiEOQNdF0pkrzLTw/FhlVROGiDSmEXDyHjZL8SLTQiEyhyQevy0VnRtKlis06oN/JNd51fBXE90yGOeIGY1POpEr0D4YZ4qcW1pzepNNGy8V7cD1xGNXKyJSEQ7ztLmITrkpTm/K6hF5uqqlYKWfwfYqbHEtEptR8XbUVOqScHh0O1gTsEC92XFYdL2Saaqq6ztvuEMf7kTxgBxMjQ8666Gls3RNW1NaaIZ6Yg01V5qnOFZFDfI4d4rUfhORFpnhoRqH7pjQyJTxA58gUxiecE8QnJyfFa17zGnGf+9wn2MA/+tGPFo973OPEF77wBeXHWl5eFh/84AfFa1/7WrF7925x//vfPxDI3/GOd1h57Z0VxJMZ4lUE8QrNt0w0K4mjBfoXekRPEN+yuNDXux1JPKTyZhfBe0ufaxvcqSYht0pZGZpr7B4fMd5Ykzb/5DDAYnJmbEicnF91sgKCxJ89E8O1O4+UBPHUmNqKyJTERrMpFzGuyWf88XXitz/+deEi9H6g6XVTkSksiKs1H9WNlqHvNZohHm5oKRO0+LnNxAGA//Tn14tf+bOviC6SjO6DM//86ia77hUqKVX3IjJRLJwhHrO0viUmR3e+V5Qh7qIpgMYkWleSCaXeOTgZmbJV65yK8RsiJppquriOdolTC6vih9/4WfGRf7690uNQ5QnFrbahqabsXpUO0DkyhfEJ5wTxNKurq+IrX/mKeNjDHhb9GwTuvXv3ioc//OGFbu+bb75ZrK+vi6uuuir6N/z5hhtuyP2eV73qVYEQT7+YfEgICzLERwxmiGtkaNIkU8XBXdRUE0B0qepCr5KNmMfhvb3T/1tOLQpXwXtL7ytHpojMPMNpzzLEZ0MR+NzyuvnM2kSJPmJTcI8s1OjqkYXcmOQ8cnIzuLW9Q2SLHOIeLsoJcoNjXI4zxOv9efB5f/n7Z8Rnvnm38CZDfLje8TeKQtPMxkYkThcaplZtqmmqUi7rgJIyQYswecj22W/dLf7h5nuM9qfwhWR0YNycjIWFrPinLKJqVcm5GGMkqhbz1v06j9lWIOLh/s4SxEzsAW1BAjStK+sUxJNzsKkqGtU5FVrG4f0TwXrlHoeNUy7wjTvnxYkzK+Jzt9xjJtIvYUbwff8rW828P7zPuLqJ8QmnBXEs6p///OeL+93vfuLJT35y8G+vf/3rxXe/+11x6tQp8bu/+7uB4/ujH/1o5vcjTgWO86Gh+OaFU/z8+fOFgjiel34x+cwv78wQr1JSiEVLurRfFhNN1YqaaoIxS6KLbCloHkcv3x38fv3t54SLbG9fEJvbF6KFADfV3HnqjvLTKs7AJsB9D+YNOsSjzNpEif6BKDbFvRzxVXKIh8LFUpix5wqYw3pxRW10iCciU6ID0Xo34/R81GjMNZL5pd5HprTcJbtuyCFu8rOlyBQ5h7i5DHE6WOxiREXyfqF5kLNY7TXVxBgu+5htP5STvS8pHiXLIe7iPUuHjTSOLTUliBs6jNaZU+MccY5NkbnGUZlT9XNHqlD60GLY4wppek/KBPH4IJcPXxh/cFaBwUb+6quvDlzeH/vYx8TAQO+lPuYxjxGzs7NieHhYPP7xjxcvfOELxYc+9KHMx0DDTcSmIJecmJ+fD5p1MuYc4sgQN1FSGDRe1N00GyiZpwkqzykS5dQaXvDJOl/yuCoUxI+dcFMQ39ju3+jT+8uCeJzLhgWGbxUpuO/BWYMuAGz8cTiAhp0E5YgjNsU1yAVCpbjLYcMpV8BBFM510+NqG+7BvsiUhhzi9HwoI3daRErkWI7ULYhXFHqp5LjtcQXroZA8Mqi3DrDx2eKAEpVLMusyU2I8DtBXHD9oskmyUpKddllNNYuvRdUGmHjc0lzy8DldFHvrhO7HyYx+R/QeunjP0hxE6zSqyqwD2t9hfCRxtHpTTfU5Nc4R58aaMoL4QkWjD8YK3BPpfd0orb03/TNcLsk21Qwryvggl/GJAVfF8Be/+MXiy1/+ctBMEwJ4HiSUZ/GABzwgEM6vv/766N+OHTsmHvrQhxp/zV1vqkmL1KpNNXU3zSYc4qWRKZZKtyMHgWZTzQccnA7et+tPnAs2k66Rfl+HW+BONQU+L4hpvjXUtJEhjnEfmbWIHxlINGxCZAo46aBDfN1xh3heDFXdoqgNMA6j1D1ZXVF31i69f3ifXTxciA4NEjmW8abclwzxbkSmRE3FNXuJgOhgyIBwh2sHJdIycSl9a7CKn1OyEsDF+AXbJHvpkNPuNMcciJX1MItZ1s0tce1gzEZzd3mHePeuxyRL4YH/hG+RKZFDfLR2hziuGaxPsKY1sU/tfT87xG2xYsohvr6VuacfHurtbVxcL8o21czqIZAEfZ+wNucMccYnnBTEX/KSl4gvfvGL4lOf+pTYs2dP9O/nzp0T11xzTeD63traEp/5zGfEH/3RH4mnPOUpmY8zMTEhnvGMZ4hXvvKVgTP8lltuEW95y1uCGBbGYIb4+Ei04aZFq44Yho2A7qY5Lpmv3lQzT5S35VSrGpkCofkhl80GGctomuIa2HCAqKlmlF/snnjf2Im7h4J4nCFuRhCHawfXCrnidkSmOOgQx70LAwjFx7jmjsoTI9sQmQLRj8bkSBCvWTRNzgUu5sdHkSmJjdnQ4IAYGthVf4Z4xcPutotRVbPWTUempBscl2GqL0FSUOuiIzdu7o6mmj0BjzPE5dfJkXgtcQ/IPqaJSMi2O8QpRmXZhwzxGvvRBE7hEbPrFJ059UgoiLu4R3QJuscXVjcqGZ3wGWUdtFEFmI+RKYtrvVhbag6bB1zxOMw9u7zupEmPYbwQxI8fPy7e9ra3BVEphw8fDmJP8OtFL3qR2NjYEK9+9avFwYMHA6H8ZS97mfj93/998bSnPS36/ic84Qnida97XfT3t771rYHD/NChQ+Kxj32seN7zniee+9znNvTTtQtqptdziFfbtOaV9stiomSeSphKHeKGnXVZOa+qHD3kbo44bfBwYty3cfZYjDPdpKTsxL0LGeJ5ebVRZIqDDnGMN9jkUJMpclC5d+/1j2m0MfNxUU5gHCaxNB7/m3GIu3gYktdUE2Ceras6gD4T7ciUYf+rGepw0gNTDkRwRiE/nOZ3HA5WdacnBTUXxbU6rwM6HGanXXb8UxZRtarEtSP7mJg/cX276H5uxCGekSEeR6a49x7R3EGHexD26gBGL4rOMLnuiqqJFOK1juzvRaawQ9x+hnjU8D1jT0/7YB/3v4trG9J7VfS/QFNskz2mGMYmztkSIYIXNbNEjEoRn/jEJ/r+PjMzIz7wgQ8Ye31MDDlDkfdb1UFR1R0Vn7xXiExJCbe5zb2MR6ZQczj9jfDRy3uxQtefmBdPevgh4XZkir8lY6ah0s2psTgz2xd2T4z0HYxVhcrCyRWXjkw55awgPhg5plwTRfOcRDTGbXi4KAdYaPdK3fsb9daeIZ6Yb1w7DEk3Hk2C96uuCJJo817iKsqj12i7/Q7xZFSGLtRLxcRnO7eUPR4XucJwXVW9B5NryC4KkMn1Ekem2HVzr0YxLOX3HB6XHeL5Bg6KLnPxPaJ7iu4nCHu1PO/WdmD0oms2iqqrOD5TvwmVeK2LpkaDxqdwiENj8a1nUV2shNc4zEpYZ+K6Vn+M/LHK16aam1vbwbriomm59QBVYwQxmJKH6gzTJM45xBl/gBCGqAcs3Ktm7FXNzzQhiJRtSGNB3E5kim5TTdcba6bfVzr0YEE82bXbQ4c4RaaYcojnlOgfcNghTvmQlKnpmiia13zJVLxBU6THzKZiNZJl+a4dhhT1p4A4XVuGeEWhFxt3ROO0XhDf3A6Ef8TZuOAQp4qddIRV4fMH11W1MaXrDvHkISZcdoAjU+Sbz6sI4nkVNHmPW3ckl2tQ8+gsh3jv3wedPMSKHOLh4V5d6zQ6cInWKUNmxudoTlUwkGEeRY449hxnDcUctpHknKMbrUPrwqxxJW6q6ddYQvfMZM69n4b2cdxYk/EFFsQZLXByisxquMNNNFTJa/4my1itTTUtZYhrNtUEV+ydCATKm+5ccK4UK/3Z4sQdG3/XXmeTiwwvM8QpMsXQ4poWTmlBHH+Ho/mkYxnicEwg6gljz2SUn+lLU80wx3DTd0F8oM8Zyw5xOVclDp4R7Yhr2DZV53b6nLvQVBMHV1Wceyaz9M+EDnHZyBQScauOKckx1LXxtA6SvWzIZTfHgri0eK3SVFNl7Y3HhRBZx5jpKssU8ZfzfuE9wufkWm5wlCEeOcTrGVeiSB6qZDMU/4UxFgenyebzMhzZ14tN4RzxfJIahm6OeHR4l9lU009D2GI4F0+PSQri4eETGZ0YxnVYEGe0WAhdoeQSpUWobrlc1fzMOppq0um++ciU6hni2EQjRxwL9m+dXBAu5xjjtUIc8W1BYAMq3aQMap+AEIyFvjGHeE5kChb9F0+PBTmqLgm4Sfc1lRCTg8q5Bm0ta6pJDpyoqSYdiNYsmjqfIZ5TukvidB0HCFWbatJYg1zOojg938H7VOXQwHSfk+iAUjIyhcZCjItVBLG+ppqOjad1EEf3DYg9YSwZR6YkxUU5QVzFIS5TnanSrLP1DvGc9WrUS6rmXh6yc9DU2FAwxtYtiKebalZddwVzhcZ8Coc4OM6CuJRDXFcQj40IOz+jYU+rM8ktL7tXjeK+WBBnPIEFcUaLcylBnE6+tQXxra0+56IqJkrR8hrQEbYat5loqgmOhrEp1zsWm5IlymFR6qsYZxJq7jPtoSAOdo+PBNFJJhxBUWRKRok+5Yjffd4dlzgdjGHso0UiOahcIa/qJRLEty60IzIlcojXHJmSdIg7KN6lHWqEKadaXc0i8TlDC/dtE6n6Pumuf3asg0xkiOdU7BQ/f/XNfl+GeMtjcvKuA1TR4RfuGVRicWSKvJs7qlY1LIiT27OLhzSyDnGKUnEt6gj3FMzUcFXDvKAbhVF1b2fqILo3V6jPp+QQ//4cN9bMIzluLKxsGje5RXGFm36tvekQSbaamaLW+DCX8QUWxBktqJEeBLHkwK+7ESNxST8yxUCGOIlHQ/VGpsh2ui/j4aEg/i+OCeJrGaIc3uM2ixuyLK766xCnAzFo4VROZyNDHBycca+xJomvcCkjO9NFUTRPjBzxuNN9VmQKxhYISKtNOsQdOwwpEnxIOK3j80+KEbqYqABzGTjfMR/mVafJYrK5LEWmZB1Q5j//YOXn73qGeCB2JdZKmA/xPrhYgVIndO/LNtWUGStWFcwo5PZsey8DEw5x1w4NqPk5qlPhEse8WEf0TXr+Dapjg8bDW0bitVRhh3g5yWv3fNXIlCxBfChsaO/Z/ldVEKf+F5whzvgCC+JMJYf4LEWmKLgyCuMHKjbVrLJYJbdkniivstDWEncqusMedmjWUYf4hUyHOP17l6ENBhbpPmIyRzwvMqWvsea8O26DtaRD3NEM8bWyyJSwMsc3Ynf+YN8cULdDPCn8uXYYksw439lUsz5HPeb2kYrZ2FF1VkvFqKqNR200/o4PKOUjU0YMXFddj0zBuih5HdCBRNeFBdlKyijaxHBTzaqxkG2A1jf5DvFBJw+yMG/QPTUZrtXqmK+j+Te9Tqmwh0T/LvSu0XKI76cMcXaI57G8Ea/h0SdNh6LKkygyxTMzypKiIL43nLe4uonxBRbEGS1IANtNTTWHzTTVpA7MqpjIkKWuz7mCuAHRXSZnThcIiZfvHRffvWdJO/vMBvH7Ggsiw0O7goUdfnUZdHz3talmMjLpnAFB/ExhZEpPlDnpkEOccjLhPJqgDHHHGivmjWkjg3431VzLOETsCeL1/jzJucBlh/iODPEam5CmHa86xNVZfl6v0usfhxziJMDuCcd4peev8DmxQ7w/DoEOJLouLOTFP6VBA24Uo8jsRVTW3iRudfGQhqD1DUWj5Anirh0aJKtvqClgHTniWddXsE6p4A6u0qT6wPRY8PzsEM9n2YBDvCjeicZ27xzitFeVNG/tD+etOY5MYTyBBXGmWmSKI001jUSmUIZ4WNJUn0NcrhRUBjTWBDfePi9cbBJF0J99WxQ0feruGhSZdG5l3UhmLTazWXnqB1yMTAnvW4w9k446xNdb21RzpzgSNF7cqLfxousO8fzIlOrCpSxwC1fNxo7mXseatbnUeNSk8x/30OmltUAMH1IQXiJjQoVxZSUxhq4k3HpdgKJzkmIXOe3weXQZ2bxvVKJgLS2zF6G1t1JTTcfE3kYc4qEBIA29jy6tg2C6QdUFVR9TPCGtveu+ZmGgwLpLd50S75XV51Q0qD+8byIwsNAenimKTNms2FQz3yHu2973vGpkSjRv8XXG+AEL4ky1ppqhIEb517qLxaobQsqurLJYjZo/lkWmONpUE1wV5ogfcyg2Ja+pJuh6jrhqLltbHeJoynl2eT1ww2VFK1CG+Ml5hwTxyNU5GN27rjnE89xEOHgAvsYWZQkZEANRcIJy4rpICo8uiQDEynrPbYp89cwMccuROdskRlSNAjEwv7tMFdefjUN7uOTwGFnxVUXEDcPYIW7qAHN/2FOj65Epsk016WvkBHH5tXfUVLOlY5BShniZQ9yh+zauvhnsW2vrip1Vs6SrVvGshXO27l45zhHn2JQsknPOQqhzmNzT11md16R5C2MBrvWuVzYx/sCCOKMFCWCzhh3iuhtnE6XCiBeAFpcWD2w31YwyxEeq345HQ0HcpRzxrKaavjtUTUGLcl+batL9TwdkusyvbAROnrwGbgdnQ0HcIYc43bcYe+C8wQLQNVE0t6mmp4vyvKaaphr6qZJ0WLt2GELvE0V9NeEQj3qDVM7G7kZkSmWHeFQpV+1aJPF1b0aDY9vPn1xDuiSsNXUwQocSXXfaqRhHIEDivSyL5IsFy/L7jh3icSxYnkOchHKXDrJoLKJ7aqpGh3jWgUvcv2W7kb3ykX2UI86xKWXzj+6hyQoZNrIiUzx1iJN5S3avCmPT/qnRwOhURwNbhqkKC+KMtoCVzBCH2AkhWXexSE41/cgUEkOqNNXslarmNf+icmDTm3JMwNDgq7rDwIMvnQk+h+tvd9sh7mvZmGloUU65hr5BFSLzFcsvqRw8T4BxMjIl3JjQ2IPNoGuxGXmRKbSZ8rVCI3KIJ8qGbR1Yeu0Q39gqzLG0fXjgYrNIFzF1cBAdClVco9B4vD/ngDL/+atfV31NNVv6eas0IKc5kZpOd5U4Jks+3qRsP8BNNc06xKv2krJBJCAP9wvitWaI9x3cVzuMriyI72eHeB44QEuatHR7cRWNK1FTTc/W3lE1s8JeFQYnJAOdNdBjimFsw4I4owXlj+1JCFhBbl/FpprU7E0VWhxUEavLmn9Fi2wLTTXx2HlCvApYqN7/wLQ4tbDmTLxEVmO/6JR808/IhqZO3V1jj6HIFOSHAzgKssAmGPEsuKbrzIgugjbbNPbANYUxxKVDnvWM6oz+pprubFz1HOL92ZyNOsQdEgEArkNs8LI2ZfF7teWF87ntgjhdR6YyxFcNOcSpoaP881e/BzsdmZJxv3AWa3H8UxZ0CFi2H4kyniVjWOh1dBU69KVoFB+aasbRdv0Z4nUI4lF/qL6mmtXm3iheVNNAdSSMTGGHeP71Te9t1QzxrMoTjF/45dveN2qqqbBXpcNcjk1hfIAFcaZihnhPEIubmlU79a6aIV7VIT5c8Pw2M8RlXC/qOeJnhVtNNeONDL3PtjNsXcf3ppqmIlNowbSvoEQfOeLYDFB1StPQWEcbLRfLhfMcutQ42NsM8YymmlFcQ42b8eRcQOXkPjShi6Mt7Io7VTfv6de76mnEj3yFnJnmo1Ud4jQeK0emGIhCW07cvy6NpfUeYMZrJTok5gzx7PinLKhyqEyYXVWIYaFr2yWxt24QC4a1RPqAnSDh16X7NjYuDPZVY5LAV3tTzYpzb9W9MppqAnaI74QO0C6eGa3kEC/rTYDx3SXjjK29Kh2od726ifEDFsQZLeZDR+hMQhAfHxkIBBidvKiqTTVJGKmUIb51oXDjbiPHFE3H8JrNCuKzwe/HTswLFyDRLXnYEDff8lOQM9m5e2hgV+VS+aYjU6o6xGnBtLegRJ9iU1zJEY82WuG9OxltBt0RRqPy2h0Ocb8z/KPDiAyHeJ050y47xCOxpyDH0npkSqpcXZe2N9U0dnBgKApnrnJkSoUM8cT4mfxzF8g6GIkiU8LPpIugKiwv/ikLcnyXjRdKkSmSj9lmsLahdU5xZIo79y2tB0ZSDvE6MsSzcu+rHhpWjde6ZHY8mGeOs0N8B3SQQ3sN7QzxkoM2HCj5tvbGXlVVEKf1wxw7xBkP8FOFYRoHjlAM9kkhN2o6ozHQp8vaVInFEL3FKkrL8Yuck3Vtyunnll3o+9hYM6tR1EjkUPVrUWAaLMqRyWYiLqcJEGMC5lfWzUSmFJTowyEOXIkCWks7xKON1pY3TTV9W5QTa4XOqzozxOP3z6WDkDKxpy6HeNbYX8357M695WRTTUNrlCgyJSfCKv/5qzdr7XZkyoUd98ueiZGg2fuZDjvEYarIi3/KgjKby+JNIienTGRKy2ObZMw7uB/z8sNdr5KjsanODPGsaLeq/TuqzhWI67h873iw5j6v6YBuK7RmQuU73t8FzWrUsigmXIvrHXCIR5Ep7BBnPIAFcUZrYYQMcRLDTDRUqRyZUnGDT8JsXimgrRxTFYeKLPe7eDrI8rvxjvlgE+FibIOvjUVMgs8GG4fJgg2G69AYUNUhLlOif2DWrcaaqx44xLMa2ib/7uv9F200Ez+XKXeszutw7SCkNDIlar7oS4a4+eosl6jaKM1kpVylyJSomWGFpprhNYlrpmvxFFnuTwhYeydGApedK/0zXBrLqjTAjB5XIqrIxYaRdUJRRuiVkgdliCdjj9wxLgz2NQWstalmVoa45ntEB/5V5lTKEefYlH7oIAef18zYUOAQ1xlzyyNTBrwzg+n0u6ID9a73v2D8gAVxRpnF9U0BnXU2EZeS3AzpCMZVy8BoQavduZuEo5ojU2wI4thAPeSy2WAC+949i8Ltppp+LQpMshQKp5Rp6CO4bvFZVs0Qp3JwaiCWxSWhIH5y3g23AY01JMqSO8olYTS/qabfDnEag5MCSRONF512iBeU7UZl25Y3ZfHm3Uw2dlvdmVUr5Ew3S51b1ItMiceVKpEpW4EjGg2buyY+ZmWI08EE/q8OEc9FSDyUraSUjTdZoXlkpPy+I7dn1w5p0j0yihziss1Mm4m2q98hXhSZUtkhHjZG1+EwN9Ys/LxwsDMzNhysj3Q+p7J9PQ4zoKHoxMs26RDH61Y5iKGeUFQBzDAu468SwzSeH57nENfZtJK4pFtaXbVcPhJta26qSROwTJd71caaX/n+GXHsxDlxvwPTokmy3PeUJ77m0YLANNTUR+XE3TUQ9YLGmhgT4KTQjX6hEn1qIFYYmeKIQzwSscghHjqnTAijX/7eafHu624Vb3jKw8T0WP84a6KpJj4niC7eOsSjpprmNpo60HyDuRBVEqieGhjY5byrMirb3vAlMoWaarojtDgZmWLo0D6KTCmIsCp6/ir3YBDLMDwYCG+ntteC96bq++L7dYCD4lvu7jn3q8wHvqJqHKExz2RTTVnXeVuhHhkyDnG3BPH+OWiqzgzxrGi3inF1VfttgSP7zTTWvPH2efHHn/uueO0vPETsnlA7PHURWrtj7iGjEhprqvb4ivb1BQ5xioKq4hX4wi1z4n9/5ttiU7IS/AkPOSh+/Ufuo/VccMurxKUkDU5nWtr/4hM33iU+9c1T4k1PPRoYERm/6cYqkzHK2eX1voZ6JhaMcTMhvUuSFju6G8F1icgUE/mYMqX/Jjh6KMwRv735HPHovc1oqtlph7hGJpuLQMTGZ3y2QmzKaZnIlChDfEW4AN27UYb4iDnn0Z//8+3imhtPiq/eetZasz78m78OcdpwJCNTqsc1qL+O3nMh0sA1sYTmKTS7TlPX4QEdeJprqunn9WqiQk2pUq7i5zofVvykqwDLMHFdQUyA0zQSNR0S15qKuKLS86467VQFcVlzjkoUS9czxJdkHOLD7kWmpBs703pbt2Gi3hxsPkO8SjVR5BCfq+YQ/9MvfE/8zQ13ib++/k7RBpIRNzPh3Lewon6dUOVJUWQKqLr+/vBXT4h/uvWs+Jfbzkn9estnv6M9L+F6VRfEw8iUls5b77nuuPjLr90hbrn7fNMvhTGA30oM0wjn8hziFdwB8SSvd1wKVx4WGtoZ4hnNjNLAVYlFiMkFsUpTHxWuuoIaa84LFxtF0aIQJ+RdRadrt4sc3jshvnnXQtC1XjVzlji9uBaIm+QwyuIgRaYsuOE2oLFmbEeGePXxgZr5VBVY6f7KOmjEv/kqMGZHpgw0EJmyJYYGdonpcPOEGCRXKj4Km2qG8+y6Z0012ypGpUUbXUw1lkWzNYxnqtUOVa8rlJDjcADroTiPeFPMim64ouMDzMHM0nPMk12kzHGZRvYwBWMkKqWKjDDpx/R1zqwKrWtonZNFvAfcdDCOarD+yJSMObhqrFVe1Z8KR/aZcYhff6JnuDp2Yl485zGiPRniw4ORQ1yn8WjU9D0nislUDx+6vt77vB8UDyipBH/aH18XfN5wwRcdahUdhqmubWneop4kbYMqCqr20GLcwI2dG+MVlBeMqASdMkVbJcMQq/UXGVs7XMxZ4Gd0vakmuHR2LHDuQqjE61Ut+TJJvICLN9eUkUnvexdpi0P8cFh+iTzCh1+xR0sEwZhy6ex4YeQKMmUxPrjSVDPKpiSHuMFSXJRpmnBHUpZvpkN8aKAWl5QN4sqarI1mnZEp28HnHx2GID++2YQquQxxQ8JpXc0iTUWBuEqUtV7x4IC+v0oVG6KvEI+gmh/e737Uu67IWToxPBQL4h1yiMfVdP3zIEXXtFVYaKqppsrauOtNNannDa1zsiChzaV7Nr1Om2wkMsVc8++4Saj+XHHZ7vHgIL9KhvjZpXVxayioHztRrZLRxQzx6dGevqGzRsbnjrPkvPl8JNz/Vm2sSevgS2bHxcVhBW0e2F9BED85vyrufdGU0vPQezCtuFfF2Iq1MfUkaWuMFAvi7YAjUxhl5ksiU6o01awmiA/qN9WUcIjTwgaTnU7naRPOF1kgLF51+WyQLfaNOxdEk1AsStKFQw4ocuZ3kTZkiCc71t86p+c2QdQKbqeihpp0TR+YGQ1EAdtCns7GxKRDnBagVR3iRQeNuB8xPiD32jdWI3d+xkazRhcx5jpkyEcNVR1yxkWb8QxH3+hgTZEphrKxbfTvcIn4Pq22Dogr5fTfJxw6bG1f0DqorSr2RJnOI4OdFCCjA6TUOpTmRooW6xpxJaXcOCLbABOPK51LHj63S7FYdRIc9pY4xF3MEE8fylJjwDqbaiYP7iN3sG5kioG98tDggLh874S4+/yads+bZBznd+9Zikwc7YlMiTPEdR4H40qewcdUZArtQZLr4PIKW3VDEa1rp0LXvGpsysLqprfxjDKNhudXujkvtw0WxBljkSk0KK800FSTnh+LBR2BJ85u3FW6McfDm4r6SE7ApolyxMOyNpdyMckB5WtTPxPQglxnkeGiII7IFB1Ohw1XqLyuCGqsebcDsSkkOpFYFznEDYiitAivWo1StHkyVbbZBHFJajIypV6HOA5F8Vzo/xA3VN1y2kVvsvlhnQ7xKBu7pWKUqaaaUaVcBYd4NC9pCeL0Oek9P90/ENYica2ln7lShng4N7bVaVfGynpxJm+ayJxTMB7jvcY6XtUh3tbYJmmHeEHcAsYeaIAuzYNxZEp8T2Fsq0MQDw7Mhwb6oqfiQ8OtRufUwxVjUyiOE05zarDZnqaaiEyp4BAP+2DkEUeGbhtvLl/Wg0mnwraKeYtiNKn3XJtgh3i7YEGc0Y5M2Z1quBQvGNUHeRJlqmRoRt27NSYZmaaafc29DDnVIueLhUiTo5e70Vgz672lg482nhqrCw/NxdmYgDrWU/mkKmfChivUgKWIqLGmA7Ep6Y1WX2xGRWgRXnXzHfVGyBLEa3IJ2yA7MqVehzjEFFQ29DnEa9hkK0emZDnEo6xn25Ep1Zpl78yH9+9aVWk+akYQH6y0PqlyUEvrN91DtqQgTtetS+JaUwcjNDd2NTJFdZ0c7UUK5jbVx6wSCdkmNyQd/mYBR+zE8KBT71FcyTfYJ4hjLkFcn00Cp3Bq/sV6Ifm6mjo8rWpkoX3l4x9yMPj9WMPGK7MZ4kNiJpz/qJ+PLDDk9aL08u+TyCFuKDJFRhA/ONObQ07Or9V6SE7Ra208zI0yxBWvEcZNWBBnlKHTsFmDTTXjZkLVIlN0RSSK9ZCJTNF9juLIFPO34sMOzTrhEM9qrGbqhNxn6NR9Ksyq85UD02OBGKm7sJ4LN/kqDnHk4Dmz0SKHuKHYDDiPTUWmkNBGmf2ZB4heCuLbQUZj8ueqy/UcvYZENqnJuBzTry+7qWZNDnESermpZi2uP1pL4LAGsSc6RA20FBtv9R+y6X1OKxub0ecNUSL4N4diiOq6DobzIlPCw+OuURT/lAVFqxTtRVQfE58J5huX4kCacEOWNeTDPtCl9yjqz5AYW+MccXuvE+u4rEieKsat5PelG+/qOsR1jCz42bCvxP3wi4+6wol9pvEMcU2HeLTuKnKIGzKERc3lh+QjU7Qc4hXMW9T/om1zFz47Sgpgh3g7YEGcUYbyktIZ4iaaalbZEJKorLPJj5sZFT9/1dP9NCvh49hwiO+eGBH32j8ZLHjONViulBmZEi4IOi2IV8hlcwmUg2JxjSzweY2FwenQOVCWIV51UWeaqFwxatZkxiEOUZXELCoVr55Ju3N88fkexHs/lspojKp3ahJNkwciJhuqmoKunSz3UNT80LLjOopCq5iN3fYMcVNZ6yYOukgAqOIQNxmZ4tIhk23yIq66HplSFP+UBX1d0V5kNYphkb/n8LguuZ+bcEMWOcRJCMR1bNt9XWVvSc0Bz6/ZE7KC+M4LO/d2I5Wbapqpuop7/6gbWW4/uxL0M3jgJTPiEYf3iMGBXY1XIht1iAcZ4sNaGeKrEnv62BB2ofK4iMgaZMJLV9dqmIloXatj3tob7uvaVt2UzN7nDPF2wII4YyxDvFJTTQMbwir5lVku5jqcaiolTzocJZd4g/luWZEpppqKtMMh7ndkCjhM5Zdn1BfXtFAiJ4GtRZ0vDvHkArx6U838zVPV5k5NgnEzPWbW7RBfc9whXtSfIporbUemGIoCaXtkSl4zRR2qfrZLJjLEN6sK4kNxxWGHBMi8SsmZseFA+GibqGAi/km3qWY0PiqsvfG4tg8RXYXc1GUO8YmwsmPZkfs2irZLHHyQqG/TIU4HLrQ+3LlP3Wp0To0d4uprdhK/r7p8d3BPPuDAtDi1sObEurwKyTFhOjwQVnWIy4wrVNlY1YyC55LVDqo01aT3oOwwLIu2HuZSxQxgh3g7YEGc0c8QNxqZUv3UmxY8Oi4yOqkte35yg5ramK9abKpJC5amy9mycozjhn5mmpP6SJVTd9c4UqH8ci4spSMnga1FnU1BFJhqrJhcgHNTzbxS5F4zS5NinCo0B+DzN9lQ1RRFGblVy7abaqrZ9sgUEw7xqocHVfJCqx6yJddDUVNNhw6ZmmqqiSosNCeDIK7TNN53VMVrmaaaOmtvPK5L7ucmHJFl40KVfaDddVoiQzyMw1i06BCPr9n0OqWiQ9zQnHpoz0QQO6fTVJP2k0cP7e7rV+V7jngyMgWHkDoZ4lEMqkRTzapmFBzOycatXjQ1GnzeOtW1dHBEhwQq7A/7X6CioI09FQAL4u2ABXFGGdz8cLCkF6fjVSJTDGSN0qZZx8GxUZC1a7N0W8elooILC5X1jPd2JPyzj+5UU5DwoHPq7qxDXKP8kiJT9ks4xClD3InIlI3toFSUqh1MNVY8n3SIV9xU4jAKi2C8zjS+NralDWHaGWO6v0P564ire0w2VDVFUX+K2iJTDAm9EATxGK13iFeMljHhED8fzUs6DvFqGeKRQzxoVOte1YVtiioVIYhvbl9QLuFvA1Het6IgLuMQl41hkW3W2f4M8eL3y7WDrKw5iKoyFy3O13kVWlUjrUwdnuL7L9szLu6aX1VeM9F+kvaXV10+2wpBnA59sJbXdYjHRoQBq001EauI75ddMyBW5aLpUXH3+TXl/iJ0cKSzJsC8Bc60LEM86RCf56aarYAFcUbZnYe8JDTUTOa39jm0NSNLBiWzsPKIS+YrRLaUNCqx1VTTliCOjDcI0TjRx2fXaKOoAW6qmSWIT7fCIR7mEWq4TaLIFAmH+MXUKd0BQRzjTNKlY0rAWVjZNBeZsrWdu3Hy1SFOY29uKXJtkSkJh7ihuByTFB221t5U04TzeWhAu8zcdUxUyJmKDqIDPR03WNXrKpnhSuJnJwXxjOugrU47pVxe6aaa5RUlqk01k1/ritjbhCOyTBQbd+y+zapSIpc7xRbaIG9vVzlDXDLeU2XdftsZ+XU7qiNuvGM+yGG/9/7JPmHc98aaJjLEZUxuJswosSFD/jqAoQhiOJmQZKGDI52qsagh9NJaix3i3ZuT2wgL4ozyhIF4kd3hZGEyQ7zqBE8LHi1BPmqqKekQN9ZUU31RrgJeL0RxbKLQCKUJIHpDlIfLrw0N/UzRLod4LzLluEYeIW3wyUlQBERPZNIhr7CpA57kxiS5ycI1jc1OstmKDskFeOXIlIJx1VeHOI296Y1AVXeq+uuIS7HjTNJNL1yVOHjGAbTtzz7K2TewecfP0dammmYPDqrFy5BINFmSFZxF1UOplXDs7EWmDPX9W9cFcZofT7fMaVc1/ikLGvOoaX3mY2qYUcj12dboJhMO8Tj73437Nj64TkSmhCYUm/N11HQ99+BeM0PcUGRKX464QmXnt08tBmuwh10+G+3p7nfxdHBdQChXdR+7BK2Z8LOQ+KucIR5V5sk01dw2sA6WH7+iHkyKhqIqMWp0kEvRmG10iOPPvu2jmJ2wIM4YyQ8HVZogYdFSvfGW/kKj8aaaBkql86Cct6a6gGOzn2yoCbipZpzLNqXhxHONS3ePB4ceOg160GwFCy3ZhR0WdbhuzjaY29bLsd7Z0AbRGVUbNS2YzBAPxtXs99XXppp5Y2aVCqVq0S1Jh7g7Qgm5qfNcldhQ+9JUE+Bew2F8G/N7TWaIV3WIR5tfjXmJYtHWKzfV7GZkSpQhnrEOJafdmZY57arGP+lWcmo11awQC+k7dNA/WdZU07H7Nt3rBdABNsVD2SDvwKXq+GxyriCHuEqOOO0jaV8JcLj+kMtmg7nje/csCl/BNYvmxdif4meCC141QzxanxY21TQhiKvFSCV7MCEmR6vflcaaYM8EzVstE8RTYwfHpvgPC+KMElQaMjs+kp/bp7EQwiRf9cS7SrluXjOj/KaaW42UgurQdDnbxuZOQdzXuAaTwHkAAcFEbmzTYPF4+d6JwAWQzMCWue/xPsi4w3c01mywoz2yXGGESY9ZEEaxWa7ikunLEK8wzkC072UMDrRLEM8pFY16SNTkIo7czwmHeLKMsmnKBB98/tYjUzIamukSiVyeXa8mD+SV1kENNNVEjF6Vg5b4mh2qZLDwlbWCdWhbnXYyqIrXuI9gXi3ai+RlPBdRpQrWd6g/xkRJRSMdDjsjiG/svKcoDsqmQzyvQqtqrBTtmUzMqdT7R8XIEjXUDPeVxFUO9KsycYiRHA9wnSyubyo1MpYZV0wYwmJBfEDZIa7ag6lK1Rjuu5mxIeWYFtdJxyMiSpjxGxbEGSXmlwsc4pruCUw2EJiqnnjTAkFnsRo31Sx+DZRba2pTbrupZrLhyfUn5kUTwNWX/mxp49/lyBQsxnVEB1fRcZuo5IdXXdTZLsMFJIxWEXFMZYjjvitqFOzrPZhXKho5r2pziFOW+UC0UXDJIV7WiG60FkHcrEO8rWJUNJ4obG5tvU+RG0xzbgquK817cCXDId6lvOao30pOU82uRqaoNtXEwQzW1EXzp07kQBXTTxsEILhnyw7tooMsR96jWEBOOsTDDPEaBPG0MFo1Q9zknHqv/RPKa3YSvEkAd6USuSowkCxvbPVFAiFHHMmMKpUEMvFOsSFM3zgTjV8KByPIENcxE0X9rjSrmXGYi7Vxm9ZudEBINFmxzJiBBXFGKzJlT4YgTjnYqoOeqbJqOinVWWgUbUT6nyN0IXrSVBPce/9UUPqFfLe6y83JpZpeRHc9MgWfAxbMOl272ySIIy4F7Jvsud+UFnUNCuJ57ozIHVVho9XnEF/Xvz/KxtVhT6s08kpFowPRmh3i2JDEZeIOOcTXe+MuqjeywPuFSgabc4JL2didc4hXjEzRnZtgGiCnc6XIlGG3nKZ1UJQPjN4ZXY1MWdVxc4+UCeIakSkdrFpICkC4L3HYUMSEY7EyUSVX4nPWzYc2kSUdZYhrvj8mGzAf2jMh8HHKOsSxvvn2qfPiktmxyJhCXHXF7kaNVybWKlgP0Ro+KQCrVL3K7OlHQpNKpciUnIx6qepazQxx3TVBdJjbotgUcojT53yOBXHvYUGcUYJu+t1hLpSJDauprtlVFhp0UlsamWK4qU4k7ozYuxXR+AQNULBARUOUOiGX6g6HeNRUxN8GLFUgJ2mrHOKh20Sl/DJyiCtFpoxq5eDV6RCv4hQ2lSFe5iSi8da2S7iuwwgIv3DDN+IQD+/jtGukSXoZ9/nzymgNByJZ5eq61J0RXyem1kAmmrZVdYPhZ8DYo9P0mMRvbPJpTQTXXlcoiu7bR5EpLRIVZNESr4cHg+swL+5ANZc8+fxtPJQrAvcyBCAZQYwOLVzOEKd1t9WmmjnXbDTvVnWIG2pUfensuLjz3IrUfHHj7fNBVGAyP5y4dHYscAJ/864FL++PLCF7ZmxY+eCEGvnS4ZmtuMKoqXsdkSlrm8F1W2YYzIMqgNsUm0Lj26W7x/rihBl/YUGcUeJcmJM0O77TIQ4xAqKEqjMga8FSacNcJUM8J15gp+hvLjIFBj4Ti5simipni6NodhltvuU7VXJaXYXyCI8rCOKnQ7ebVmRKk4J4zmJ0kqIzDDnEq2wsihq0eZ0hnsjuToN/q0vgj1/HQPAL43g6V7BJMLcUOSqj0m2LAnNWuboubY5M6TWe3hUcXlclPrTXdIivVoxMqVCpt7KxmYhM6T3/ikP3lG2KDjHp0LhNooKtyJQ+8TpH6NOJK9SNhfQd3MsQQpNxEuWRKZvO3FNwQSPuhaDmgLVEpqTWiFWNCPTz5EXhqXJ430Tw2Z44syLfUDMVlwJQOYB4TsSffuPOBeGrwJnOEAcqjTWjsapgzWOiqWZUoajjENeITNE9IAd7wwrgVjnEw7Hj0t3jwe/cVNN/WBBnjGWIR7l9is6AuEy0WmxI1FRtw35kiqlNOSZPPGZZGaKvjTXz3ldaFPoW12CKKl27XeXIPnKIy0emUB4qud9slv3VIcpGTuEqDvFwYQUREZsL3UVz2ZhW1anUFHSAmrURwM9Ul2CafB0YvydHhpxxiG+E5b9FYk/VaI2mMsTrappaJ3ifTB2KV3WIY27CckRG/Cp+/u0KkSlD0bXritO0Dmg9lDVm06ExVVV1ibL4p6LxIm8/EglXCtc5HTZViTLzeb0q4xCP48PcuG8xDmGuS+6xJkfsC+K0RkwfSuPQE9dylaaa+H5Te0YVIwvFoRwN+1LlGq88bKxJ40Fy3pvWcIiv1t1UU0E3wSE3fp1akD9UxWvEryrxnvsjh3h75i4a3y4LBXGOTPEfFsQZJc6GZSG7x0dyF6GqziRTm+bYmaTfVFM6MsXQphyLdZv54U13AM97X+PIlG5tLAhaYLUpQxwLA7hw1BziGpEpTjTVzHaI02K6ilOYro2LZ0YrudGiGIa8DHFvm2rml7pj/lnTjGvQj83pvY6J0cHgc6/juU04Kkm4tHkgYrS8e6i9kSl4n5IZt1Wo4tAGaCA2NTKkLbhUOWiLytZHBgPxs84DLhcoWgtDyMC/t0lUMBX/pOPmXtXo3xOJ7B26JtPZ/mWMO5b93xPE+183uV2pGqbuObjX0FpzXbexbeSAWcfIgv0jpoWHXjZbbLzysLFmZmTKeOgQV8gQV2uqaSJDXO1aODAzGhwEyR4GVW2y3dbqprRDnNITGH9hQZzRzBDf6RAH4yMDwSCv0qjLVOOt0QobZnWHePVNObINsVhTKXnSBTETEBLREKXOxm9rOe9r15tqRjmtLRLEhwYHxKE944H7QPYaowWSSmQK4ppwrzfpEE+LoYSJLGksvmGEo0ajtHE32aCtDZEpeRvNuipPogzHcLM9OTIUlB67kMkeiT0FAkaVA+QmsrHbHJmCz8CUQ7xK89EgK3hNLiu4NIpH47pKu/TwuyvCWh0UHSDhgALCwpnl9aD6oyvgmiyLf8qCnN959wEJSkqRKSWP2VbogH8y0XAwD7p3VSuFrY6tOes0mxFneU01ae7VXXehYbGJCDJVh/g959fEHedWxH0vmoqc02kedmjWW4d41qGPjkNcrqlmdTNK0TrYZGxK1YaaYG9YAdym6qY4Q5wd4m2BBXFGiXNhOX9Whnh/bp+CIG6qqWaFkmpZUd5kU00SC1QX+rqgzA37qK/fUV++W16Ocdcd4iolqD5Bi+vbziyrRaaE4q8MEAawqMMCpKmNaexSHrTiEMdCvGpeaVnVi6+xRXGp6M6fa6RGFzGN3zQnwCFuu1GXLDL5uHU0VcVju5KN7SowD2BeNuX6q5bhvRW8lipRXlWieLDJxPVCB+aITsFrcqHqog6idWjOWhgHx3grutTAC43Xy+KfshgviTdJViPIP2ZHBfHwgH9CITLFBRc9TEe4ftICMsYX/JtNh3iRU5giU1THNXy9yXgtcGS/nEP8hoL8cGL3xIi41/7J4LF8G6PIxDOeOPShpppaGeJ1RaYoO8TVKmxNmLf2hw7xuRZVN9Eej5pqcoa4/7AgzhjLEJfJ7dMp7a9jI1bWgC5+DnMOcZ2mPr7liGMxmvXZUoMb+v+uUbVxmatE5Zdzy2qRKQoO8Srd0q07xMPF9LKmKApxDKIQSnrHK24si/Jo2+oQrzNnmnpVJB3iwAVHq1RkSg3v1frmVuXeIG13iJuqkNuxDtJYo5hwg0UZ4hrPj3Vj8prFZh+aUdsOQfLAWIy1Ud4B0r4WNieTjwZQFcTlmmqqZPBGh9QOjPFNiIWTEocH9Dm5MA8WNXXG2ruWppoZ7xnNvapmBNovmYrXAlfsnZByiNO+sUgQD/6fXOK39/LGfWEl0yE+FMWI2YhMqbL/1XaIz9TvEKceUaeX2hOZQlXAnCHeHlgQZ5RAThKyHfOEPJ1Na1lpvyyxWL1lPTLFhIhQtyAe5YjXmO8Wv6+7drh8qzSW8Z3o1L1FTTWTDvFbJXPEaYG0Z2LE6qLOniCecoiTS1hzM0ilmXCmxG60ak018w75hn11iJc01dQV43RfBzlyTZZhf/2OefHOL3xf2xkrU7ZbS1NNNAAzJPRGa4uWNdU0tf4hRiu8T3RQW8UNphtbhGsdwltSkIBDHNQZ89YkZfcLZbHOtSiL1UT8UxbRgXJuU81QUBqRv+/GHHI/N+IQV4lM2Wj+nk0fWidBFQzmPltVqkVzsO7cW1ZBogM+U+RK3352pfC9OBYK3A8vEcRpn+lbbMpyZoZ4BYd4wdqL9sOVMsQ1DvTAJRSZougQr1I1tject9oUmULrfIqg4Qxx/2FBnFECp2C7x4dzGy7plBSaaqpJpUN6DvFsJ3Pec5hwqdGCKd2YzxYPumQm+P07pxZFXRS5VPFedzUyxcSpu4tQ+aVsY01EpiB+SfXej3LwGnKI55UrTlYUcEgQx0GJTrWNyrhapfldkxSVitbhek5vtmlDEsXlVMiPJ/7nJ28Wr/mbm8R375FvUKvqHoqznu18/qbLu6v0CHEZUxVyZh3igwaef0v5fUBcS1J0I1HTBbdpHQT3S5EgPtU+YcGWcWTMQlPNqjFm3jvEJcaF+BCr+feI1gFZ99Rk+DptRZxRbGhhrxPFuZfGVJNNNcnIgliiO86u5M7lELjxvA84OF34WOQgRwNOn8hy9EcOcdMZ4gbW3mlDhrXIFAPVzHvCRIE2zVsY3/AZ47AN7w07xP2HBXFGSYjApmU2Jy5Fd8FoLjKFxJDtCsLtrtqaasqUVpmEJrTlGp0bRTnGeK+7Koib6NzttENcIjIFC0csKsj1puMQbz4yJSdDXFMUpW72cKagQXGVw7eycdX3yJSssuGxWjPEUw5xg27WM+HimprOas8tBe5H2276ze0LRrOxWxuZYrDxaP86SMMhHs1Lw/rPr2lMyFoP0Xjats88D6yHiq6DqPS8RVmsJhyXOuOFzuO2dQwqgyreZBziZc58F6Ltko5XFbHTVGWD7mG06XitHVGHOUYWZIIjI/khl86UVlE/8BJ8za5AQPep90NWZEqUIR6uy2WgtaftppprNTXVNLFXHRocCAwsLhySmaLXfLz33sPUhXEEkZeMv7AgzkhDJ2BwiJtcDBWd4us5yLasbUpNLohj0aIeQRyTEvIp63TYFb2vWFj5JsaZ4nxLBfFDe8YF4k9lHOIUl6KaH96/qGumdJycOjsyxEeriaK08A4yxE011SzLEPdsEbdWUCoaO8RriEyJyrHTTTWrzw3nwxJdamJtw1VJwqmtz990FEgUV9YyMcq0Q7xK89HYDVbFIR5eV4r3IG2W+yNTuuMQpwaARYITlZ7rHpT5iIzjUifvG2NksoGrymO2rUqlDOqJIucQd+eejQTxjGtnymDEWXFG/UBBn4WtRudU4sj+npHleE5jTdn8cJqnIYqjzwFiWHwha/6ZCQ9NFhQOTaIKxgIzwrABQTyulNTLEFdtqlm1mnlyZMiJhvMmgPCNsYUOCKmnnsp1wrgHC+KMNJSRhE7SumWKxZN8NWE4zveu0FSzLDKFRHcPM8TpParT3VL0vuLfAhchbIQdIzp1b1mGOO7hS3ePizvnV0uvMyqfo0ZhPjbVTC9GI4e45mZwYSXOELcdmWLCpdJshviAsbgGHegglz6nSYMOcVpYUxNrqxnilt4rU1FoO4Telh2iGs8Qr+AQJ3Goyryk636MMlwTgoRLDfqabABI7A8Pj7vUVFPXIV52oIz1ifZjduB61HWIQ+zDQYMLsTJRFVdOU83kIWCtTTV1HeKG51TiSEnvH4o/oXzwMo4eCnPEa+xXVRWqnB5PXOOUIU4GBdnPHaagInOdkciUggOXIlBlhD5wqhniVfqKkKCO670NLurl8L2n/R4J4ueWuzMvtxEWxBmzDnGdDHGJjYBSqa7GQoxEoTK3iEmXNS2qVRflVUWFOhrOybyvtGDwzaFqAlqET0psMHzjXqHb5MSZ4tgUKvveW8Uh3pQgXuYQ13RCnKfIlGSGuObGsqwBU9RU0zOBsSgfu0ofiarl2FUbqmZVCug26qFrJssZV1eGuOnybqoIaFtcQbz+MbMOqNIsNZqXDDTVVBXksw5xXGrQZxuZ+4UOj7sUmSIT/6TTABOPq5xLHr4GF8TeRhziktWsmJtdODQoqr6hQz8S/EwT7e8yxnVdQTT6eQw21QSHKTJlLlsQJ2GbhO4yjnrYWDOKTEmMCZjLcLij4vxdCceVvD5r/Q3t9c1gMn1isoAYfvH0qLjn/JqUOG1iTdBXOdKCsXM5rAKl92T3+Eilik7GDVgQZ5QF8aIMcZ1yXVMZmlU2gvQaZMonTbmsixwEtsCmGxsvNFCpA/os8ppq+uhQNUF06t4yh3jf4jqn/JKYC8u+92tkiGNBh/WmbA6evVLcAbMO8XDxGWSIV4xnKnWIWxZEbVFUKlrFHVs1R36SHOIVN9j4+eiz023UI9Ofosp8KQMdvJravLc1v9d0o7Qq0TKL4UavihtM97qiyor+yBR3GvTZZkPC/RlFpoRxY11AJpNXNd4Ea07E0+g6xNs2Bkk7xCXHBdzDuJ+bzpAuqr6JHOK2mmpubAXPOwC7sKEx0nS8Vrr3T1ZkCt7Db9y5EOQk09q+jKsunw1+v/7EvPCFrAoliNqo1iSjiqywXranj8xgBppq6hjqUGELCeAeieitqK9Ixb1qbBbyf+xcSq1VSBPTrehk3IAFcUaaeYpMCU/DstDJvTVVBoZJBiKZnkP8glRTTZMu67qbavY7KOuZlOh9zW6qSYJ49yJTTOWyuQiVX5bliFNkCm3yVcC1A7fc3edXG4ncicsV++/dyVDA0c3KO5/MEK/YUK4sBoo2Zf45xMsjU+rIeKXXETnEKx6GEMkmX9oZ4gUNvQhyj9v6/Ne3TAu99X22dVJWyVFXU0uwuLZhwCGumSEeGQTi56a1URcEcZnrYF8XI1MqZohnzZ+6a++qVVu+QodVsg5xHGRhWdb0YXte8/O+DHGLgnje/Kt7cG8rMgXvxf6pUXHi7PIO1/DNJ88HzwvXd5HrOcm9908Fj3njHfPeRGTkGdSwFsd1JPNZYS+Cry2r9jJhBitaB8vmiMsYiuJG22Yc4rYy+xtxiFOGeJiaoFvRybgBC+KMemTKhOmmmmYmeUzWECd0FmH4np6gvqs2l3UcmVLfbRi77OpZpMTu/53vKx0++CbImWBJoUmRbxwuySMkaFOPTDsdDs6OBocpZxrIbct1iI9WE3CSGeJVm2oWVWf4XKERlYpmbDriPhL1OMQxZ5ADrGpcDpF0I+k6Tsg9JOcQ36pdjNChrQ5x0yJHFec/NYStsvmNK0/UPqfVgqaabfvMdasUITTiPelSZIpM/FMWtK7O2otEueSK1ZnDYWSiC3EgTaxXZTLEXcpaz4u2S87XyQNoU8AZT9EZxfGe243GayU5sm8iWE/flRJJj4VxKVcd6rm+ZcCa6GGHZoP34Ja7F4VXkSmpMSHKEZe4TqJ1V8m4QnvfaoK4XmRKMnJSpgeTKUF8MqqgbJFDfDSdIc4OcZ9hQZyRhtxqRYJ4taaa1S9HLBR0Nk+YmGQ3pKZc1tQcrO6mmnVuMAszxD0V5EyARQbENBsL26bBwrqoY306MoVcbzZdDnWJfSPhhrm6QzzZVHPbitAW5xj6df8VlYrajgFJb7aTc5Yph3gyr/Ks5mEPXTNFmyXb75XpZpHcVFOtUk5njqdNf5Xy6LhZq15TzSxBvBMOccmDEVRUza9sdGbdpOvmLjpQXg3Hx3ENMwoetwsHNFkHZbIGjjj7v2FBvGBsnbYYmYI1FfxSefOvbv8k03OFjJHl2G2hIH6FXH44QQ04qSGn60SRXcP9cx/FWi5IVOvJxjshxxtztJmmmnqRKbJ7pyVDkSlxj53NFlXMhA7xiTBDnAVxr2FBnFHPELfUVNOEQyqIM9GYZLC5kIlLMemybqqpZhOCeFFkim+CnAmwCK+6wHCVy/dOBIu9WyUjU6hRmM1FnWnyyhVRYdLLz9TNEA+bao6jqWa1Bl5lzYpNdLpvAhLasn6uODLF/vgGYTbpWowc4uvmHOK6C2yZ/hS6wmVzzud2uoVN58JWqZSLNr9VIlM0I1uWM65ZWht1QhCXXAdTRdXZjsSmyMQ/qTbVlKmgKXrctsU2yef7SzrEHTnIKhKQJy1GptCBS97eLh4j1d4f+nrTkSlJI0u69w811HyYZENNXxtr5o0z06PyDvFo3VUyrmCOxqFIlUPNvCpV2epacHJhTf6QXPLez2My6gey2ZoDwsghHmpiOKhm/MVJQXxtbU284AUvEPe6173E9PS0uPLKK8U73/nO4P/uvvtu8exnP1scOnRIzMzMiIc//OHir/7qrwof78iRI2J8fFxMTU0Fv3bvVhvYmVSGeHgaZioyxVRTTdo0b25fUM4tw2uQaahp0mW92kBTTTpNrmtBX9hU00BjER/BIgjvfxvjUuj+uGRmTNxxdqXws6Wy78oOcYmyvzrjILDRWtJsKEWLTzjEqzbwipq05UWmeHr/4f0YyWlWFTcUtPsz4bPF+5bpEK9YEprceOkusOWaag72ZX1bE3oNN9XU6RHiMjZyYfHZ6jXVNCCIR9eV2j24Em6Uk9csCXD0f21G9jqgJtRzHYlNkRWZ0kTzZ1ZkiqbITo+La9uXbGQTUNWT7JrVmciUSDTMyBAfs+cQj6/ZvP4teusUk3vlNIf3h71/5pb6DBrfvWdRHNozHmSMt9shnj0mwJySNKtImdwkxhV8hlUd4jAe6VQLkJlIJjKFHN1V96uRQ7wFkSn5DvFuzMltxUlBfHNzU1xyySXi05/+tFhYWBDvete7xMtf/nLxyU9+UiwuLgYi+Je+9CVx7tw58ZrXvEb84i/+orjpppsKH/MDH/hA8L34he9jKmSIFzjE47LmrUZOvXXKwNEIAyK6amRKVUFcd6FfhUjMr62pZv4mr6uRKbELL/8+8h2UX6JkFE168ji9uBYs6PYUHLAVcUAhB880NGZlLUYhjEIL1zl0IjF0JtFUU3dTSYJU3kGfrxn+GHfH8hqFVmgoWNWdM2nIAZMszdVdYMv0p/DNId7WppprBivkku+VTrSMCUGcxBpVQZ4jU+TELmpCTRVWbUc3K3e8YK27UiFuIH7cdo1DRaAvBtZqsu9XfN82e5AV7S0z7qmpUKBbtCDQlVVoRQ3NNSNT6nKIf/32+WAtS25vVdEVppVvnzrf+HVQZT8Oc4p0hnjJQUgSfIZVqqN76+BB6Uan2k01VzeD9cRQxUOYyTY6xEdSGeLsEPcaJwXxycnJQOi+z33uE9zsj370o8XjHvc48YUvfEHc+973Fq94xSsCh/jAwID4uZ/7OfGABzwgEMiZ5ptq6uTemmy+FTdVk3/+jW21U3dTLuvIpVKjID7aVGTKYEFkSoc2Fv2iQzsd4uDIfsoRX8p12KKpJsRw5On5liFetEmPSnE1Fn7kQulziGseXpVtnqhsc32rWnPguoEQkVuKXFOsBonISYEgzkg05xDHY+mMjzKHrXHzQ0uCeElkj+uHuXVhw/WH+wBNv1VdrNHcVCVDXPNQKnbtxs8dHQq2rCqgMDJlUC4y5fRSebl7G5CJf8qi6EBZt6lm8nuadj/XCeahieHBzKqsLOgephikxiNTMgRKMqQsSjh/Te/torlXu6mmvQzx5Jo9bqipV1V/9PLZwBjz9TsWhOvgM8P7mt6PoMG9bIZ4NK5I7Omx/0UT0yp7kCLDg6mmmhB/TZi3TFVQOuUQD/d6ZBLlDHG/cVIQT7O6uiq+8pWviIc97GE7/g8RKt/85jcz/y/JC1/4QrF//37xmMc8RlxzzTW5X/eqV70qEAroFyP6yrfxltCJqbEMcYOn3rFDXP35lSNTKm7MafLMKuezRV2RAjLvbZRh3DGHuKmu3S4TNeiZW87dYEEw2Re63aos6k466BDX7aYOMRSLXNwb8eGiHUGc/m/dI4ERB2wQ+vI2HGO1OcS38h3iFUuw06W5OrEpcca9RGSK5aaaptxsmEOwWW1bhngs2phbB+g2TIUbDHpAlUP6KA5AVRAPP1cIbzua83VAfJS9X/Z1LDIlbh6nNo7QYeVKxlqXYlS0MsRr7FPhkgA0obBedeW+LWqqSREQNgS6osbf/WPkljMOcfQGQ/XJ8TPLQdV0Mv9bxyHuW444qpCS1UnppppSGeIK48rw0K5gLYtfqsBQhGtMt/8YoshQhYq9U1G0I65P7M9NmLdM9dhxATK90PUyEwni3ZiT24rzgjhu1uc///nifve7n3jyk5/c93/r6+vimc98pnj6058uHvnIR+Y+xnvf+17x/e9/X9xxxx3ipS99qXjKU54i/umf/ilXEMdz0i8mBjc7Js0iR6eOo8dk5+zYAa3gEA9PaeUjUwxniNcoiFfNJVal6L0lkbzKKbnPkSm0QGgjVH6Z5xBHXEqV/HDVHDxrjR0zHBqTI3oOccw3cKHQgSONpbr3qkyTtqplm640M6260TSx0aaxtWq8Q3rjRb07TPen0G3s1eTmHWJU6yJT6HDFoENcd42CuQnzUhUziG6z3q5HphTFyyWhOfNMVxzi2k0184XrKnGFXapaoPsYa/RJhfffHUGcjAsZQic1S7TSVLNMENc7sDTdgDnN4X0TwedNJpPrT8wHB6QPuWxG6/HIWU5Oc1fBAQDu56ymsSR2ymSIyxgRCKoE0okMxZod8pSuIE6GIsyrRdc/HRZVqRjb4RBvwVxOppfJ8HrB54C5hCNT/MZpQRwCwdVXXy1uvvlm8bGPfSyISEmK4U996lPFxMSEePvb3174OD/8wz8cfN3o6Kh41rOeFcSsfOQjH6nhJ2gPmCQxkBXlh+s2U5ERbmTREURoQqJM3TIiF2LFjTlt7GttqqmR8W6mqebO93bE0wzjqsSNEzvgEE91rCcQlwL2Tao16kkChwMWWY1EphRstCY0nRAYD9DLgK6LyCGuK4hLRDFUbezjWp4sbTRti6a08Ul+/ignx/WoE5WThEpzL54e1S7DlIpMoaxnS5+/yd4gBD73tjkz7TTVVP9ssd5eXN+sXLmkU6WXJ3xWrZLxiaIG5JmRKR1xiOuK1xjfIOYVRaboNtUEbRuH8qB1TJZYmAfdt01HptAebaTQIW6zqWbOOiXch6muvUw3qk5zJKrsXArW1RDG739gWumzT/LQQ7NBVbnrDnFaz49XdYgrjCtRZKiGIE7r2yomwshQVLB/QsUYmNT8/JOYqqB0yiGecM4jShjVnFRdwfiHs4I4FucvfvGLxZe//OWgmebs7GyfGP60pz0t+B3C9siImsswKawzcpwLXWqzJQ3wIkFcYSEULVoMTPI6YrXqhtSUQ7yRppqG8s9NZIh3t6lmeOreYoc4nCbFDvH1yg5xuBiRI76wulm7YILxBYc8WdUy5KRSLcUlBwplFlJp9oplhzjWbzplm82Wz+dFptTrEE871bFx1InKSYLrGVyxd6KyIF4YmWI5XsZkbxACPw8et03Ve1YEcY3PFm4xvK3mBHFVh/jmDjGBhJjlDf830WVwZEr1XN70+gBr66z5U7dRp67ppw3iDwnIag7xZu/bosxtNAnE/E0RhiYpE0Z1D6NtxGtlrdthZDkWitgPv0IvLgWg2vG+F02J28+uiLmwKtRFqAIpay+ukiGuUvWtW0mVbFhdySFOPZgKKmzp3jBh3jLVY8epDPHEQQHSE7B+kjk4YdzEWWX4JS95ifjiF78oPvWpT4k9e/ZE/76xsRFEpCwtLQWucbi+i7jtttvE5z73ObG2thZ874c//GHx8Y9/XPzCL/xCDT9Fe5inhpolDvFRnQxxWrRoNoio2lSNnl8+Q9yMy7qJppqmxHwTZcBxZEq3BPHFtY3WR6ZAyDgwMxoshLM+3ygypYJDPOlyqDtHHBuZPKEvEnEUN4Pno4aaQ9GGDRsnlQbFqg5xqtzwxSWeld1tQozTfh2pawCiAeaTKu8nHYxcToK4Rhkmrhl87kXxZtYzxA1WftUl4rvcTFHv4Ft+nqfNb9V5idaA6oI4ZYgPdTIyRbZhXtciU9aquLlHsitKyqK3pJpqdsUhHo4LKi5hV+7bKNouZ62Gwz8rgnhZZIrmwb2NBsxZDnEYWa4PY06OajbU9ClHvCiWidbjZFSQehzLkSnxgd5A9R5MRQ5xg/Gek5r7Ihchs9NkyiGeNI8y/uGkIH78+HHxtre9LYhKOXz4sJiamgp+vehFLxLXXnttIGhDLEeTTPq/173uddH3P/jBDxbve9/7gj8vLi6Kf//v/73Yt2+fuOiii8Tv/d7vBaL4ox/96AZ/Qv+gTTnd9FaaahqY5HUEEdXnN+WyjhblYdZhHURivgNNNenf2iRuyLDYAYc4xaYgAuTOcyu5kSl7KzjEZRd1NsC9mydc6DZrml/Z7MsspPuVBAE7TTXtiqL1R6bUc+CXV7JKokEV9yA5TCJBXKNRD37+ss2SbrSFsputYaHXdYr6EdR5cGDKDabrfsxyVeIaRck9ZfK2mQ3JdSga3yXn0LZTpZKSKkrSZexVzChdi0whR6fKenXcwDxYxwE6fibMU6bXP2VO4WjuVdyHFTVzN+sQX6rcUNMrQZwaOmcI4nD+Jg0rxY8jL1RHhrDNC8abtprqwUTmLRN7VZtNbF2Ikdo9PqJd0cm4gZOKDETwopLYsnLZb3zjG9GfH/SgB4ljx44ZfX1d5JykQ5xiBHSaappwksUl8ypNNZuLTMFmz9ZpvykHfxXifHaOTEnnsrVdEEdjza98/0xQfkmZ4unIlP3h5t6nxpqYfzC+7J+y4xBHNjoBcUg3K7bo3kvfg2tbGA+Kx3YXKGtaFEVm1eQQT7+OKC5nfVPMlhwe50GluYf2jAe/I5dQ530qiyOKPnvLkSlmM8TrPdD11SEe9VJRcYgbyguNxHjFNQaJZ0lRArEXE8ODjWcR18G6ZC8bfLbTo0OdyxDXEX+itfpmf8O8aiJ7tSgzfx3iCpEphhpMV6Usc5uaBSJHfGSo2lo0sz9UjjAar7v0IlNsNdUkh/j355bEnedWg/vjfhdPVXrMuLHmvHCVrIbOWg5xlaaaFJkSrL3NRgeai0wxZ97S3Rc57RBPCuKRQ5wFcV9x0iHOuAe51MoyxKPcvsaaauZ3lq8iHNnYlGPyxHuF96wukhuEOljfupD72UYlY564U01BTfdMdO52GRLBs3LET4fl3tQgTJeDM6O1R6aUlbZHTgjFzSAtuCmzEGB8gMte59BIRpAk9+5GeJ964xDP+ZliIdCyIJ7nENdsqJo+GMEGhLKCVR0nuFZwzZSJPUMDu4Kmc7beKxub97ojv+rAzvtEsW7yny01l6s6L9E9oeq6zMtxxaFg08JavddBuciBwy44+tt0H1SJf1LN+46EqwpNNXWjzPzNEFePTGn60CDO3M5Zq4WClunYlLIMcV2HuI0YsiQQ9WDI+PapxeA9eehls0F0XxUecHA6eL1wiLva+yPqX5GI6yJIDJZxiK/pNNXUcYgbjUxZq8W8NRnda/7PWVn9TsgAo1PRybgBC+KMFORSK3OI06ZVRSymSaSpyBT6WllB3JTLGt9fZ354UkiyLRgR65v5n22UX9wxhzhFIrQ5QzztNklzhiJTJv2LTKGxLW9TEjkh1qpliCcFQJ2NpUwm7fCQXxniZQ5x2vjaPvCjx09vtHUbqhIo7T+/thlcA7qOE1mXEg5icYBga/yNxAgbgnhNB7p1YMNJr+MQx3VnYvNbJTIFG/yBlPCJTSeuJV8a/9ZxMEIHyTSPthmZ+KdS8Tp1H1AEj24MC72uLhDHAwyq56w74hDPyxCntZYtQbws2k03Q9xWZArWBEf2x9WcRy+frfyYGM8efOlMoCEcP70sXCSrOonAgQDWdTJNNVUqT0Zo7a2VIV5PZIqpQ/KkeNwKh/j6VrDOSc7VFJmiU9HJuAEL4oxaZIpEGfj4yEAwyG9KDvT4WgwsJpzSOs1KyB2pHJlSYVMO4QPCWpUJzY+mmgUO8XBR6Is71RS0yEDZc5uhPMKsRfAcRaZM+ReZkheXsTM2Q9EhnpkhHt6vGhtLmd4I9H/eCOLRe1/SVLMmh3i6ZJUOQ6gKRBV8H0xUqBKYjTIJ1USvSOyREDBGK2TUN+p8bmFkSp5oU5cxINr8VpyXsI7DZ67eVHMzU0igJptt2EjrVtPl5oh3IDYlqKTUcHInhdn0epfmEa0McUfcz/U3kNNpqtnsPVuWuU0/k3FBvKyppmZcme3IFJCMN6yaHx49ThibQo06XSOqTsoZZ7AmxzWS7kXQXFPN6oI4KhBhSiuqrqVDchPmLVyz+JnbkCGOtdJEoqEmiAwsnCHuLSyIM1JQ51wpQTwSjOUGeiwKTDXeiiNTFDLEI+Fol5LLukqjJ1oI6S70/RHE83Mx6d+611SzGw7xZIOeNKcX14IS6GQ8SCWHeJ2CeE5cRtXYjCyHeJ7DTfbeC2IxCkrNoxxDT+7BOJtz0KgYp+08SzvEw0Xysuain2Jzkg5xVcdJ5E6TEFixQbH1XtnIxm5nU03zjdJ0qtgWDbrB8LOomBLIIJDMed4hQLY8NkWluTsdJFP0WFvBHIbKAN1KSspwTu8HIuGqQmRKm8Yg0w7x+BDLDYd4noBMh38UDVF3U03VdVdZJrqp3j9pIbsqV4XC+jFHG2uWObuxHoMWXmZ0UIliiptqagjiJVFAMmBfcPH0mJhbXMsV5U2btyAiN31IVhWsVTCuTabWKpSewIK4v7AgzkhBNzm51kyKrlgUmDrx1nGIx82MVJtq6gsJVZr6+OSwowXfcKZDnJtqtpnpseFg437izHJfuTtyBFHqDZdbkVgrw0VTo0EO8qkaI1Mi11GZQ1xRFD2flSFewY2Ge69sTKMqDZ3GPk1Ac0reex+JcZbFiuh1GHaIR41Vx+EQ11tgl+WXJsGGCnnjNuIo6D4xGgXSQjHKRi6sjgPR5EEt7guV544cuxnXrCt5xLahMZhK6YvYNznaCYd4lYaaRQfKKoeGuY9pUeyFcHj72WVnG8j54qIvixiJBPHaM8QHnXeIY+1Ojb1bL4gXRKYk1+S0Rtc9CEkyrNlY1VRTTXBgZjSoSLz7/Fpxo21De9XJkaFATC5z2rsM3dtkftmRIR6aRxn/YEGcUcsQl3CIjyksGCGOYVFgaoLXycgmQbbOyJR4oV/vLVh/U818R0NXm2pGTryWC+K0uEYkzp3nVvqiQSDCUdPAKiDf76LpUXHq/Jp0RJPtxo663dQXIod4f1PN5HOqIHPQGOX4azT2aQKZUlH8X10O8THDGeK04YIjCYcZGCNUI1NUynZpY26jQiAWI8wd+rYyMsWC609LEKdrz4ggPhD8XLJN1JYLBIk4fqHlgnh0HQzKR6a03CGuEv+URV51wQrN4SPq99yYZbEXh6JP/6PrxH/80PXCKYd4SgAqwpV7tixD3JYgXuoQD+cx1QxxEk9Nzqlp7n9gKvj9B67YYyTGlKpFccD/jTsXnKxGLJp/klWbtEY3cYBXZf9Lho+qkatlPZgW181VjbXlcJvMLulqtihDnB3i3sKCOKOWIS7RVFOlpJDyo02VC0cOMoWFhmpTzXhTvmUtY84WdZecRw7xzKaaYdlg1xziHYlMycsRnws38fsq5ocTV+ydCByud56rxyUex2XkOMRHKzrExzOaaupkiIe9GYqISnc9uQfzhOgdYtzWtlUXSpxNOmgkLoegxk20AcMmEjEqKg7u6MBGShDX25g31SySfiYbr7cp7GStq8/zS0Yd4mrjStEhDv0sTYtrbjXVJEG83W60Kk7u5PhstKlmzmOaAusY3Df3LK45JQBNqjjEa3DRqwiHWZGNybGOxj5TRAcuOdeXbu+WOhziDzu0W7z1WQ8Xv/1zDzL2mBDWkUeO13/zyfPCNVbCa3w85xqflnSIK2WIRxXS6uvUeI03YLUHk+lqZlof61ZQugDFIU7mZYhzU01vYUGckYLKQKiMuwiV3FvT5cKjdTrEK7jUVEqrTFK3ww7vLbKi8StNVyNTsPgOGoxYXNS6wpGw/DKZI464lGTZt6kSz6ys8iYyf2mTpewQj8TQZGSK3uEbnJlYaJe5Tr1rqikhkOg2rFJ7Hdml2KYc4lSiS4tsujbkXhu5KsvHlxGL71VZuboObcwQj5tqNusQpwZaJja/qtdVUVOzyFXWckFcpbn7/qluRaZUdYinx4sqUSx5j2kK6ofiStYuCUAqGeKIwsMY1LQTFGMrXkee05mcr2VCpyp04JInWOL9gUivOu+WNQk1xc8+7FJxaE+cJW6Cqw7NBr8fc7CxZjT/5IwHZFIpW4eV9bjJrM7UiCs00VQTXFLiEDfVaDu9PtbtseO0QzxqqtnuObnNtF+RYYw5xFFKi4iCMlSaIJk+8Y4dZDpNNQdq25THokW9gnjdGaxFolzkEPckrsEUEB5MNSlxnSP7e2L18YRYjYaaJh3i1AQo+RxNupQnoxxp3QzxocpuNNmDRv+aaspFpth2EdNjp19HZYd4KjZHx3Wi0p9Ct7lXcw7x9kWm4PAe58UyayubvVRMusGi55f8nIoa9+lGUPlGXKm4Sz4yxREXsS1UHJcqTmWMkXifZatCsx7T1hhE/VBcqYiIHOKK4wLu5abvWYw/ReLxlDWHePl1G/RZUF3X1dBU0xZwiIPrHcwRX94oi0xRyxCXiWKiaKwNjf0vVcBbd4gbrmau2mPHBWhcJnGfwL2O+5LihRn/8G9UZWoH2byYCKhpQBljKg5xwxN87BDXaaq5S21TvulvU03bGbv9jf2y31dqHuVLXIOp9wO/uhCXkhSrb01GpoSuNhMZ4v0O8XqaUOXFZSTvMRiSlhU3WRBD8X2TCeeByuGizrjqW5WGTKloHQ7xtTKHuHZTzf7YHMolVHGd6GSI2zg8sLF514kCcR2ZaKM6eqksGcwLHVWMQ4uv2SFnG/S5VClAh8lUbdVWbDXVxPhR+THX7TrEXamIKMtXLhK/MF832UAPa4CiBtxNNdWMmn9rRKYMDeyq3Iy+CRDF4qogXtargCr2ZDLE8dHIrHmGK+x/V9apj1HFDPFQEKcxx3a/K4oZceWwTwc6PCPzC4EqFGhkMI/K9k5h3IIFcaYUZJjKNtRUdXHRRtx4ZIqKQzwqVR1UdD/5lyGOiRqiW20Z4sFmf7DkhNwPMc4EpkvQXOfw3p0O8SgyJSz7rsq9MlzoNsmLyyCwMJocGdJyiKNyILnZUTlc1Km8ias02uMQJ5HX5hhHh6HUHGuHm1WzJDQdmzNbwSFeJAQQdH3YcDtGAp/BxtG23ZlNEDS/Nez4q+IQT2dj6j2/mjGBrtlMh7gjecS2Wae1sExTzYmRvsPltkIHOjLxT0UNMNPjRRVBnNyftg5oSJxC43EX5mXd3gJNH2RBiA/2HwVj66QtQXxdLtoNr09FPKMIGB+5aHpUXLZ7XHznnsWgcayPTTVLM8Q3toI1ikwz0ipxhbFD3HJTzbXN4OfJijyt5BA3fL+54BAHeyaGg3Fbde/HuIGfIytTK+ROI7eayaaacc6oGWFYp1w+bvyo6BCvIog3FJmCiRqLtDoE8V6OMRaku4yfkPuK6RN314Ggh0UCmmqSUyiKTDHkEL8iw4Vuk7y4jCrlwmiaiGsjmR+uOpbq5NFGWb+e3IOxY3Cg0SqYOEd+MLsEWzsypT82h5pYq3SuV+lPYdNNb8MhTkKrStNs18H7JHN4YbuXCs1N06PD5p5fMUM8S5CgNZLPrjLTGeKI14FB5XTYoLqtVK2kzHKIY02K97rqY9paQ1NkiiuHQPoO8WYFcZkDWRI6TQviuDYwBhY5uXGfQwtXaaoYHJ56KoiDq67YHfzMN94+L3yKTJkJ12FlGeK4X2VF6irVmTT2jFqMTMH+HcK1iYqxHRniDoxrlR3iGQ1YdSo6GXfwd2RlaoPcabKRKSpNNU3njNJGTMVBptrYM3ZZV2+qWbXkSQcIRnU47HBSisXPcM77SkKJL3ENRgVxg4sM10GkCe5zcj6djhziZgRxlDNCXL/t9HIgLNuGxqwipw6cR9joyLo/yJ1JG7SqDbxkD/n8a6pZfoAaxYBYHOPycuQnKpaE5mWIn1VYYKv0p6D3ysbnj8c0nY3dtsgUGRdjXb1UMDfh86qaS6pzXUWRKQWCeOsjUxSNGZjzMB42ndNsk6qVlFnmlaoN7XWrtmRJxhe4cM3nNZGTfp8aEr/iddpgqUPctGMV11jZ/KsTV7bmuyAexqa41lhzJbzGx3OucVqXk2Ehby7H5yM7VlWpzqS1bVWHOL4fa0yMOelKBfws2MOYNG9RzEgrHOIZlXRRRaeCgYVxB39HVqY2yJ1GbjWjTTUVxWgbpcKqTTUjl3UFl1q8Aaz/FsQkiNduO+eKhO7yppp+iHEm6FpkSn+OeC/S5HSUIW4mMgUc3jcRjCV5WXgmidwZBWMWOU1kxQoSQsmJonO4mIQ615fFQNHP4MuhlIw7vw4XcXwN9L+OyYoloVSSO7sjQ9xSU83ITW/+vcJjGs/GbllkikputJ4xQP5zXVrbCuYlmXLvMkaUHeKbudes6ljqK6oN5ilyjObTNmIsQzyxF4keU7M6E+tW5DhbyxBPOMRduOYR/4WDBdXYhPi+bUoQL1+n0Tq8LApDBeyrcI2VmZ3iuVdujITZA798FsRdbaxJ12jemokyxIuiXuhzlK36rmIIM2moQ4441lMLK5vWq5lb4RAvOCCMKjq5saaX+DuyMrVxbiWMTLHQVDNqTmbIITWmlSFOzpwBRZf1VuUM2rqbatLnAy3cdlRJ7HjKcYiHn1WXIlPOG+7a7QPU9BKxKYDKvE05xMEReo45+zniMu6Myaib+paaIJ5yiJPDjZroSL9GyUM+fzPECyJTanSIj5p2iOdkiKsssKOGSzIZ4oN2I1OMO581hF6XMW0I0I0sgbsNG2BTm9/4+bcql6xTo02fN9E2rgWKHJsLI8jaSFU3d9aB8mo4Po5XqITA49oYg3C/UAWdK9c8BKBJRXe4CwdZNP8X3U9VI87y7mMUKpYJo6rVeTYiyOrmIZfNBFVI159wKzKlqIdFcl1e5BBXjXeiyul1hcicnRni1a8Fik1Jm4ni3gGD5h3iDhz06UL9gbLeF9LI2CHuJ/6OrExtnF3asJchbrjxFjnEVRar9Bryoj1yXdYbag1RXGiqqRsro0PZ+9rFyBRaZKSjMdrMkf39DnE01cRnb9J5QKJ7HTnieWJopjAq6RQmdwY5UUw11SxznkaHUt4I4uVir03Xc1k5NjUA1F3wkwOJrgNynKhkEqr0p1B1qakQNAAzPL+1LTJF1RVsq5cKCdKmorxUM8zjirmdz08iRVs+c1OCFx0oU5PqNlIUpSMDucD7BPHwnqhiRsHj2lg/373Qf7jRdGQKHMn4OWk9owIdZDUVmSJTfQPXO64DiqwzAR24lO3tVOde0/22mgCu2vsfmA7E17xGjk2AaxSFUXnXClVuFjnEVQVx6q2l1VTTUGQKOcSzBHGqmpgy0FNkh0Ncs+m88w7xsNk1mUgZv2BBnDGfIa6wgTF96q3TJGx9M2xmpOQQV8/o1M15NU302i0vtqlZTJ77n4TyjfD97wK08J7UcNx47xCf62V8YwOPzbyJ0vw80d0meXEZSSYVHeK00N6RIV5TU01fqjRih/hgowd+cVPN/vcXedn4N90FPxxIKMcn50+8wFZvqklu6iYyxOE4xjVoKxu7LeKo7MGVKqr3QDQvmXKIh5+T7LhColmWQ6/p6IW6wHuF/HDZeZEix9ocmVJVvB7PWOtWFdnpcfF5bRqeN9PN7Zq+5sndPVnJId5QZIpEvxE6BERclCliYXTAaIY4fZ3PkSngKopNcShHHNcozAx5Y2+UIV6wDotMbiP1NdU0IYgfmA0ba6YOKGyYt0hEboVDPGNMnI0MLOwQ9xG/R1amFuZDd5pshnhU5q8iiBua5BEBgFN/lXL5uFR1lzUHVNXTZJPEjYZqikzJeV+peZQvYpwJuthUk+JMIFbD6YpyUpNxKX0O8ToiU3IaKmZuBiUd4uTG2JEhzk01s0tFC+YLVXes6caqEBWrOMRxDdDGbI9GCaaK4KMabdF0NnZdc1ddmG4qrttLxXReaBzFo+ZQz7pm6X5uWhy0jWrEEM2hyYiNtqES/yQbmRJliFdw2kYH1YbnzbRLk5r9NQXdc3lREkXQ9zTlco8yxEuEaYx5mK9MzYGyFVqqe0hbc0XduJgjjjVTXkNNut9hVCjKmlcxIiTjCqsJ4gPWHOKLFiJT6LFa4RAvjExp75zcZvweWZlaIHfanjCzUL67+LZC8zdzlyIWGqtaTTUH1Z1qmouoJiNTqr52U9nsvolxJoiFB3/LHlWBqAeXATLEafO+12BDzWTjTsopr6dZU4FDPBSW6POWzRDPc4jrN9UsyRD3ziG+HWxM4MQ2WSWkcw3gebIcRRAC8DpRDaECxkF8X/IaoAMSlQxxFVdl1YPdujfvdc1ddWErF1a1l8qiYTeYbmQKRQ5lCmtdEMQV7pfYIb7WgaaaevfHmIWmmsnXY/qapBgJun+ajkyJc4SHjLz3dRIdWpeMrVGOuCGRTjb3XrU6z9Yhc9cd4qjywHtbdOiDdR7mRlqnV42qq7r/jSJTTDTVnB0tFMSNRqa0IUM8HM8mM5tqhhWd7BD3Er9HVqYW6OaWdYirlPlHjU8UxOgysGBQ2eBHwq2CQzx2qmkK4gZLnlShSdR22XnZZh+LDDhYu5QhTqXpJhcZroPPGS5xXPPfvGsh+Lf9kodrsiBaAuVqx88sBXENNqHFaNHGRLVcOHKI52WIK24q43uvxKXk2aEUxqzSbM4axjdcA3mf/2S4UFZtJpbODwf4WTGfKmWIKxy2jlo6ELEVBRLPXX5cr01liA+FlXKy90AkfBmK8lLNx6V7JUtMoDLrpprz1QXuQSVBvAMOcXNNNePrcHXdQIa4pegmiky51/5JJ6oiTDjEm7pvozmo5DCFXKumcsRpb1fWP0P10NDWnFo397t4Krj3bjgxb32trlSdVPJ5wZyAdUfeWjmqzFNuqrmtZcjAvnoAHUoNNdVMR6bYMG9NRnO5v4fbtFbKGhMjh7iCgYVxB79HVsbpDPGVBppq0mIVE4Zsw8uo+aNGhrjuxpy+r9WRKRLNSjGp++JONQGdjJssQ/OBI+EG72vHzwa/7zUsiAfPsW8iuKbvPr9Wi0O8SHBUdUJQNuF0jiCuHJmimiHuiSCOzWOZW5D+37ZDPO/zjxqqKi76kR+e5dLFIhsOcdnNo0p/iijH1PBcEMeQmY4CIRHB3w1VViWHjUZpgTFA8h6IGmgZc4irZdMXCW90Hfu8iS4D1ST4peYQb78gXr2p5k7jiom4Qt0oszJOhk01SRBvuiqiykFZJIg3FpkimSEemlPOr5kRsWQPXFQzxG0dntYNDmsfetmsOL+2Kb43t9j0y4k/r5IxhtZleY01VXO9qzrETWkmeZEpS4Zj1JJjAj221w7x0fwM8Xl2iHuJ3yMrU2uGON3s0q4MicWcjZJhbAShHVBjORuvoarL2oWmmrYd4hsSJYsQy+nrugAJDyYblfgARZp87bZemeS+KbORKX054pYbaxblR+/MEFd0iI+nIlM0czjjMW1XawRxCEYQWss2uLZE3uTrwNyStyGZpMZBiov+vMaqmHcxn2EDKYOK4DNiK0PcVjZ2EFPTnqaaUYWcBZFDpVLO9OZX9bqKhc+h3LG0LZ+5TrxcFjSHdiEyRVe8DlyUu/r3IpEZpWJTzeTrMwW5NJ1ziGsYOOhebi4yRS42jhywpiJTZK/ZUcW115qleK0mOHr5bPD7sRPzTb8U6SoIqtzLyxFXjkyp2FTTVHU5zEm4piiuyVaj7eRjNT2uGckQL3SIt/eQus34P7IytTjEcfPLupjihjMSkSkWNs6qJ+80Iam8BlORKc04xGsSxMMDiaJN3nDXHOIVMhl9hsTqm8LIFNNNNftzxO0K4nTfFGaIK3ZTjzPEUw5xzSxRWUGyyqK8bmJnfvHPREK1rZzpsgx51bicstgcWmTLuk5U4rhs5a1HYoThzTvil3o9Qty/XmVYs+Skp89/VbJSznRTTdXriq7ZrAxxrBEQrebzJtqG2IUIQ4i9pxfbu/lWdV1mjRdYYyfnAhNxhSqmHxXIpUkVdU1f84smHOIN/QyyESNUFbNoyCEuK4zGh4bbnXKIu9ZYU1YQJ6NCXo64arxT3FTzgnLm+eb2BSMNNWmMPDA7GlQaJTWTxfCAyKR5K3KIexx/BpMT4uiyxhWsn/B/nCHuJ/6PrIxVUKaNcm3Z/PBkdpqSQ9zgJK9aMl8pMkVzY66aN2aSWDCyHZmyVZrNjg0gFgSy8Ta+Y1p48AUSq6nRIJV7G32OcBN5q+XGmjSuFC1IVWMzYjF0aEd5Ke4RmQbFSdYl3VE05vlwKBU1Ehpu1iFOj5v3+UdxOYoO8bzYnKhRj6TrBNcKrhkszGXnAtMVAjY374HQ2xK3sK2mmgAbNkyrMhvuSPgabSYypSwaA5950/ERNtHJB0Z+LNx9Z5bWW7t+MlFJie/td4hXa9QZfK9m5VYR+AwhiOMzpf1W0+Mc5X9Tjr8KutVtdVby9TdAN+QQl+zhoRyZItko3QeOHnKnsebKBvWvKL7Gp8sc4qoZ4mH1purai/btJhpqpmNT7g4jm5IHRCbNW7gXsS6VrZx1EYj5EPZxkJAG/4axGybSts7Jbcb/kZWxCgZ/3NezE/ICllJTTQuNQlSbqm1syuXtmnRZRy5Tg9np7jXVvFDa2C92qHZj8qBF91RHHeKEzcgU2w5xEkSlHOJr1RzitHFXzUym+6lMaKP/t5m3XbdbMG7oZ8shvm3XIZ6KzYnKMCVdJ71yWrl5RXVTri7wDVqZv/AztmHDYbNRmspnS4K4KTeYqvsR9wrOb/LeB9xTyy35zE1VKYJ9k6PBYaZsnJJvmKik7PUU2o56MJgwo6jscWTB+I7xAE3uXGkkSzEiOj1vbLnoZaE1U9kcNE2CuKGmmrJOYdXGwzbn1Lo5tGc8MMV8864FBw596PMqHnupco+MC2moca/s2iuKK1Q0o1StmilsrJnIEV+ysFeFYIy53FeHONYfuF4mCw5P0GsP92pbGr93CRbEmULIlabiEMfJJ04BpZpq2hDEtR3iu9Rd1hUiU3DA2ETH8LoiU+KmmrvKT8k9cKiawMapuw/snxoRkwmXlxWHeOhCv3XOrkOcyq+LDrNURdGibPnA4abcVLO8oa1OjmWTyDr7bMWApF9H3tit2lC17FBkVrFzPV6fao7lmlcOcbUeIV0VxFWaZ0d5oRpO0OJ7UG7cgvAHASnLdQUgEFIPgTZC14FKlWKyOXVbY1NMxJvE1ZxbBkV2vSgzmbiUgzOjYjxsBtp0ZEoVh3i8BmpG/JKN49St6CqvZDO79rIRL9oUGOcRm4I5HKK4G5EpQ5JNNYszxFWbaqrGFZqocJFprEmHrKbNW5MjQ8F77uPhNu5BrEOKeiqQVsY54v7h/8jKWIVcaeRSU8ntk4pMsVAGployX6Wppm5ZPibPog2gTarmn8uyIfG+Rg5xDwQ5E+DUHQth1Y2v7+A6T7rEbWSIQxyA2wcOcZuLrdghPmBskwXXCe6FrMU0/g2ZgSoLZ9lMWp8yxKONZolDyvaBXxyZU+IQVywLXciJzaHIFGpuXQQ+R1wrsmJPJFwadrPYzsa2mRFfJzZFDhWHeNRU05BDXPW6CtZDBYJE025T26zrOsTDefTMUjsba6rEP8leO5FwZaKppmKUmZQgPjsmxoebbUhJLK3rO8S9yRAP12qmqixkD1xUD6Pb1FQTXOVIjrhsLNNMKHTmZYhTRYKsGSGKK1SNTJGMDlQBYw5INtZcDH9OU2sCAmIyRGUfqlLT0Fg2WbBW2R2mKXCOuH+0Y2RlrEGuNBVBPM753FYQo80N7qpN1SAiwKmsIk5X3ZQHLr4G8sP7BaPtesqAS5pqJr+27cCJZ7JJiU8c2d9zcOO613EcSYnu+yeCTdycRcccFnLYzBSNFyqbQYj3cJ2kmynu2HwrCLyyDl3dRXkT0Fhbns1p1yEeN9UcMNJQtTRDXCEyRdWlFGU9Gx5/SQi1ko1dU4VTHchm/duulDPtBqPPiA5GisDcD6dgUVOziYbziF3Nkt8fRo/ZnO+aRCX+KY/0/LlqIDLFxqHrqVCM6kWmNCsmE8trVTLEmxX1o2izkutnyrBDXLapZmzckswQb5FDPNlY81jDgnjkEB+WbapZ7BCXHVd0zShxhWI9kSmmq5knozgo/+ZyGiOK1iqRQ5wFce9ox8jKWONc6EqbDV1qsqDkD5tsaqJXp0NK1Z2E16nq2K3iskaWIcRokye8LjrEZWIb6H338bRYR0jDe9K1uBSCHOI23OHp57jVYo44NjCyjZpkRFFc+7gu0s7gHZtvhQUkLbLLXqdujmETyPZdiJ2xtiJTit9b1YaqpRniUQlm+QI7EnskXUqq0Ray0PVko0fGmCVXe6POYCtNNeVFu8ghbmhuinoTSHxGJCQUbTLpevZxE23TId72yBSV+Kc8yAlO9wEdrFbKELdwQBNHpiQE8Q1HHOIanwEJjE3ds/HBdfFrJwesqQxx+aaauhni7ZBtjh6aDX6//vZ5NzLEyxziUVPNnAxxxYO2obDqRTX6ja5ro5Ep5BDva6ppNkaNoLHN1AFUIw7xgnUSRRzOc2SKd3RTmWGkmdd1iCc2Y0WDh41JnhYispt8xHWobkSquKxpAVR1oa9L/NlsN56LSZ97FxziNpqU+ARlfNvID08/x61zS+JRR/ZaeQ7cv7ToyUMlNiPOjh4y7hAvO+jDohxG97oc4meW1sWeiWGtqCgS18o2mrYP/OINSfbrmFRsqJq+DmbyMsRVHOKS7qGobNvwXBDN6xaE3jp6YGA++u49i1JfO7Brl7jPRVNasQ6x62+wUYd4tPk15hCXP2iJhIQiQbztkSmaDvE2R6aoxj/lQc3yaL0rc72VP6YFh3goiB9AZAqJ+K5kiGuMC9HP0JCoLxsxQuvxxfV6m2qqRqZEh8wtEcQRLYH1+vfnlgLjHUVN1M2KZE4+GVYWVkoyxCXHFayBcQ2suRCZQg7xZGTK2mawj6kSV5UFrTF8PNwmg1OxQ5wjU3ylm8oMo54hrtBUM+2gkBHErTjEJSeaoFx3tD6HuImmPj5ksNLJd9FnG0U2dEAQjxqXdVYQn+wr87bpED9+2k5jTVR34Fot25TQ4lrGIU4LbMoozN9Yyt8jsuNqsCgfHKjlQOrG2+fFz731C+K//cwDxfN/+N7K3x81EyoRD207xMsy5HXL3c/nCOJRhriE40S2XNt2vIztppq2D3Rf/L6viU/edEr665/+yEPijU89ql/WbyVDXP6wgwRxU3FeKtdV3NSsPDLFx020zftl32R7I1NMNNTMOlBWPTQsfEyD1+NdoRgFcYoef3mjWRdlFJugcXiAMQDn3o1niEtGphhziEtHpihmiFMMWUsEcYpNufX0srjh9nnxI/e/qGGHePH7SuvzPIe47Po0ic7a20ZTzYtnRvuqVBDjiDWBDfNS5BBvqNluFcjgNFmYIS5f0cm4RTeVGcZqU83kIrZswahbKmqqVBgDP16DqjOniss6Xug3s7AZrSsyJXJo7CrvtL3pX8dpVW4/1xNpLw3L07rGI4/sFVf/2H3ETzzwYuuiu63IFFkBC64K3N8ym8HzNhziClEM+Jo6Iou+H34m3z51vmKG+ICcO9XS+Eavg3KSqzZUTR+MpK8DlQxxmo+km2qGX2e6QoCcwb421bzl7p47/MevvFjsKrnPPn/LXPT1bh0cyL9PEIMwZpkS5qNseilBfLP0mqU8YvratqF7HZCQcff52NnXFsgdXVUQT+9FVshhWSKAST2myciUhCA+NDgQzMsrHjvEcdiO2JSm7tl4rSYXmWIqwkHWIa7S9Bisb9mbU5vi6KHd4uPH7gwaazYliMcGtSHJDPENI2YEgN5lqhqC6hpPBlyLiN+CIA5NBPcO4m5NN9QEkzSXKzadd8ohXtBkWGW9zrgFC+JMIedWNDPEJUsKbXTOJsFERuSRcTGb3pTLZszZIoqUqaupZpFD3KMM46qQa5lczF0Dgsv/92+vtPocFJliyyFeFpeRZHJkKHJeSmVH5zTVlD1c1BVY8DUyr9OUwKG7UJQtFbXeVJNeh2mH+Fr2wYiK40R1brGWIW5hXs+KY7MFGpzivnjnrzyq8Osg9jzot/8uaoiqio0eKoSKQxxiEJySOlFGVeMA4giLofKmmi11iMs0IC8qdScxtU2YqqQcs9hUc8VwZAruGxrvIaw1XRERxfxp5gjjnm4qS7es+XX6ANvUGig6cJE9uFfMEB8ZbGbfaLOx5vW3N9dYc0WiQqk/Q3zTmFCN+z3v8cod4mavAzTWPHPXQrA+R1SVrXhPEpO9dIiHr3myYDycDSsJOEPcP9pz1MhYYV7TIS7rarRRMqxSMk8bEZzU1uWylnUQ2KIOQaH/vS2KTOm973VlGDcJcq3Bkf090ZYxz0XTo8F9BYc4nA6mURmvsPDD12+WHPaUZYjrxDOpVN7ga/D1Nt6vJDQX6JYSypaKQlSCrmfLIR5dA2UO8XV1hzg2ZXAHJsH1jJ9JziEuV/6bzpC3FZmS9x65HpmCTWpek9v0Z4ODPtVNrc0KOVUHImKg0DzP5OZX5aAlikwpuFYiQbzhJoNNNiDPm+9w/7ZaEK/YayedZW0iioUe05SpBK/t7PJGcMBBh1K45vFabc/LUtUbmp8BfgaYjproESQbMTI5YlYQl61soMOv9Y421QQPvnQmWIMcOzHf2HUuE9kFpsoc4hoHbdgbQ3zGHKxeKWl2bXUwEZtiusl2kknNHjsuQAeERQ7xPWEWPjvE/aM9IytjBRIvlAVxSUdPPMmbLP+RL5mXbT5n0mUdixZNOcQHaskQJ5GFm2qKvhiPrjrE6wCbycP7JgKBChtM09C9KzNeTVJpYMk4VOYQr9JUUyoyZWhAYC9CrhBb0OunQ1ZbDnFcAxhXbDnE42ugxCGuUBKKzSCic7KuAfw8aKwJx0nZplHVVUnvlekDSZXIHteaauJx8frz7sf0+wfhXFsQtyhyRJVyJWsUOrixIohLrI9khE/6zJt2zNpCt1ISayv05Lj7/JqSqOIDOgKTTN437m8YMVTX/JmPaWgMunthrc/xHzzHyGAwL9s8+CsDB2W4JnUP7Jo8yJJtQokDTbxOcw5xuetWpZLZ9uFpU2Bcf+AlM2JucU3c2dChXpwhXvx5YbzAdZLvEKemmvKfT3QoorD/pfHA9JrhYBjlCUHcdJPtbIf4Visd4hyZ4i/tGVkZK6D7c7Kxl3qkSPFAv24hazQSqxUc4sqRKRVc1s401XQhMmWwO4I4xXhQzjVjh3vtt5cjTmOKTP6/rDBKcQu5GeIjliNTaroH6fVTDJcqKk2LcGBhSzAtqxKYVGioSmBzAD0r7xpAU2s47coEQZ04LrxXPjXVJNe5rc+3rGIjzfTYcDCn69w/dptqyjnEafNrMi80aNYbVp6YKFlve2RKlfsFIioOM+eWeqJqW5A9AFWNb8S9aqxRp6HrkZrZHUj0l3GhKmJ5bbPQDVmGTtyb8ebXEp81DgPRR8GES1m+qSaZqrY621QTHL18Nvj92G3NxKashI1rZfbjWBOcz7lO8LkP7FI71KTPUmXtYCsy5eDMePD7qflYEJ+26BDH2OKtQ7zg3iatjJtq+ke7RlbGODjlwqCt2gCSvr6ZppryDnEZF7Npl7UrGeL1NdUsF8TbHpmCBRQEWiyo9ihWWzBqkAP/uA1BPHJnSDjEJaMzIod4mD1nol+Byrha1z1Ir187QzxqZjkgNT5byxAvaapJAoKKm7WssSq5Ts6GB9R56MQB4BoxnSFuMxs7nnvtfL50P0LoloE+Mx2XeGQIsJALK5ulDyHIhhtsFM16JdYYMiXrurn8vlClUgDZr+DUfNsEcbX4pzzGImF5O3rcyo06w9dkSqwmQZxiC5ICXVNNKVFxgOq2Sc388Kbv26ixs8TeDoI4DpVMrBmi/V3JGpHudVl38FoLHeLUWLPJHPF4/im/zlE1hmaTWdczHbSp9OGIDWHyBzFrtgTx2TgyxdaaIDkm+OgQp5iXovcF60FcAvMla3XGPdo1sjLGRTyccsGdptpsSbqp5sZ2ULKGX6aI8r0VHOKqG5EqLmsTGYZV0MkktpUhPtKRppooaca1Ane4qcZlTHFjzVvnli2KoQYd4pEYWhKZorCAVGnSFt2DtgXx8PVj06kz9kTNLCXGTRxYYINblt+uQ1nJKt5z5GKqZCSWHYpQU+uywwSd/hT4ObAhMxm5YFUQV3TWqUIVGzPjcptBilbRaaxp00kve/Btyw2GMVJGYCLBr+i+poaby6Gbr23oViqmhYw2Ea2TK8YpUvNjquLAWGeqUaepNTRcmcnDjeQ131RVBA6gYYQty1aWE8Trv2/jXh8Sgnh4qGkiNgVrRMypAyV72qjx8EZ3M8TBVWFjzWMnGnKIS0amJA+/s3LE8Tiq44rO2pt0DVWTovTBKjLE181XjREkJnvpEJc4vMd9j8aa7BD3j0p31OnTp8V//a//Vfn78D3z8/NVnpqpASwOcBqqmh+ukrEHIdT0BK+yYaaTWd0Mcb+batqOTLmgEJnSrvzLvIaayLdm/HWIR2XcChni0g7xksgUpaaaVPki2VQT2HJUE8m5QMclrlIqKuuOrXQoknMN4MALC2YVV1wcm5M919IcPF+yyNbpT6HqVGs+G9tuhVPkEB+twSFutammpEM8cj2ZXY/g/pBp1htHpuRvvqnhZtsjU3RyrSl3unWCuIJQVURy/jS19jadIR45xJORKQ3n5scN5PRFsSZFfZU5aNJgoz/8rLKH9kC2Oqutgvi9L5oKHPo33j5vxcBQBt3DMgc/ZFhIz/UwE2CeVTW5oZeBdmSKwb5rybHnrvnV6Oez0VTTZ4d4lCFe8r7ARIpx23TlJWOXSiPrE57wBHHdddcpfc/6+rp4z3veI171qldVeWqmBki0UM0PV22qaXozSI4AGTEk3ojsqs1lHS/0m1nY4AQTLkbbg/WaxHsbiTEtj0yh/HDKt2bscWR/79Dh++F73phDPIrO2KwkhkbxU5aaatbV2JZK1nVzxOONwIDRPhI2cuSxYMZBiGwmadmhCBbYMgcJOv0p4ixTg4K4ZuWV2txr53ol95e0Qzz8bLJcY02KHLLrIBKBpiQPAGShZr1lh90ygkTrM8QrNKGNI1NaJogbqqRMVlhFj1lRZB8Oq4BMZ4gnm2o2HRMUN5Cr4BBvUNRXaVRLTljd5sgE5ntcYzLzr6oRIY6AacZIZQtUhz/0stngffvOPYu1Pz+uTdkmu9M51WD0Gaoe3tFzqqxT7WWIhwer86uJNYFFh3hDUVC2M8TB7ERPM5vnxppeUWkV/id/8ifitttuE+94xzvE3/3d34mbbrpJbGwUXwBvfvObxR133CEuvfTSKk/N1AC50WY1HOJjsg5xCOIVur0XbfBlxOrYoTVYm8uaSp6acojTZrmupppFm32dE3IfoQaP5F5m7HFgeiy45qxkiKu4jihDvCQyJY7LGCrZ0G9b2QxGGeI1NdXUd4irRKbQRsP8RpzmlaIceSyYIQbKHmKUxeZEnetLDhLoGlHNEDf9XtnMxq7NIa6cIb7hZLRM2fsUu8FMO8TlrisSy4rEBBIwkWncRio11Zxtp0Pchpt7NRwfxw3EDeBx7Uam0OvebFj8qeIQb64xKMYd3E8yEYUk/FV1iGMNheQxGWEUQjD2P7JmIJvxWk1z1RVhjngDsSkqUSd51WA6RgRdM0q8DjZ7HSDmA68HkSlx1ZhFh3jJvshF4kPCcoc44NgUv6h0R1111VXi5MmT4pWvfKX42Z/9WfGQhzxETE9PB//+/Oc/X/zFX/yFWFhYiL7+C1/4QvC1v/zLvyz+03/6TyZeP2MREi10mgDSxFAUW4I4FuS8mp7gaaKQOXWNc653qbusNZuRNd1Uk57bhQzxrjTVJIc45Vsz9sC9iWgajF/nDDc2UXFnTFLubZlDvEQMlT1cTN97GNPKciyTorn1DPGqkSnhWCsliFt0Ectkk8oehhALJYciu0PHibRDXCMyxaSbvp6mmpYzxMdUM8R1mmpajEyhdVDJPRC5wQznhcpeV3FkCjvEtQTxRPZrm9CJfyo6TAkiU8Ixw4QZBY9ran6hw4ykIB5f89sNxwPov1eylcI2wLgjW3lDgnjVDHE6cJHd2/UqdSUF8ZY21Uw21jx2ot4oXTj6cZ3LjjHRXJ86/NYVxOPI0OYd4jg4wuHq2eUNcXpp3Z5DXHJf5HSGeMmYGBlY2CHuFZVH1kc96lHizjvvDKJQ4Py+5pprxPOe97xACL/66qvFgQMHgr+/613vEj/90z8tfu3Xfk386Z/+qZlXz1iF3Gi0GVdBRsSxtRmMs9nkI1N0XOoo3ddyiBta6FcVFWw1nVPJxexKU012iDeVI77cmENc1gkBtwlMTHlN7WQbFCfB/SSbR1tbU80+QbxCZIqEMybqI2FBNI2ae5Y4xFUW/aYzxGViZYhRC/EyVjPELffA0HWIV4lMMV0lp5JRa8sNRs9fNq4sS4gJE8P+bqJtXwcHyCHe0sgUUw5xjI0mzSh4XMyzVdfQEOXuXlgT+6dG+vZC9LqbuubjBnJD3kamFFVxJZk0JIjH1+yA9Nzb9QzxJhtr4hqBo1/2Go/n+pRDnMYVzcgUF5pqJg/kvnv3or0M8VGPM8Qlo2TiiEOzhizGLkp31Pve974d/0blSPj9kksuET/+4z8uXvrSl4oPf/jDgXv8rW99q/jABz4QiOJPf/rTxR/+4R+KwZZlYLUVOt1CKY0qlI8tI4jLLlpkoQWDjIBEJ7M6oryuyzrKMTT8c2ttEiyKYDLvrc4JuW9gwwNhFlmM2PQw9iEnPh1EmIIqXmTGLNmsPIihUyNDuW5u3aaasmNaXYdSfU01VyxHpki6Y23lyE9GTbq2DGWIk0O8LDKlikPcZGSKTeez3ciUOEN8WDFDfNPqAZutrPXF8Bo1vfmVzchdCcfHomu2SadpHVS5X3CQigO4tkWmxPFP1e6NpDnHlMiefF1V19BnltaDuTfpDu9rSNlQTBCJP1UyxOm+rVvUx5ob95TsuEpCpzFBXPI9w+vD+CjTa6TNkSlwJh+YGRXfPnW+1mtFNZYpbqq5UdmIoLv2lons04Wqjb57z5KVqjEwSQ5xAw1s6wYHe5A8y7QbyhDnyBS/kL57r732WvGc5zxH/MiP/Ij4y7/8S7G5mX8xnz17NhDBn/nMZ4rf/u3fDiJSEJWC77v++utNvXbGMuRGI3ea1iK0oNxvbSvMGTUemaLuEJd1U6afR8dlrSNa+JbD2t9Us8Ah3oHIFJSfYaEN17JMniHjrkNcxZ0h000d3ekX1zcLxbdkBqosKr0Z6oot6hPEtTLE5Q8SVfpIqEIie9Fme0KxcVAkwpZliJe8bzqRAKrNvZou77bdVDN2iMtGplTLEMd9amNekHeIb1gRxFUzxItcelF8RFszxCvcL1Tqjuu2TQ56l5tqph/XdENNF5pqxvEAFRziJOrX/DOoHjSS6F81Q1xljZJsPIx9pMzPhGkCzVzbCGJTEKP6jTvjmF3bxHOPbGTKUGY8mk5UXb8hTK75etKUYyNylfpRzC2uWekr0l/54t9cvrS+GVS9lEVRkkOcm2r6hfRMNzIyEuR+X3fddeKXfumXxOTkpHjWs54lTp8+HcSh3HXXXeLUqVNibm5ODAwMBDni+HoI4+QIP3r0qHjKU54ivva1r4mZmRmbPxdjAHKjkTtNBZky/8ghbrypprzjjTYieoJ47BCZUvh+Uwv9OhpuGXGIS0SmtNkhfutc77T9yH7OD6+LI6Egbt4hLl/VMinhhIAYjg1RkfgWHy7K3avbir0ZRuuKTEm8/vmS5pC62d06fSTUX0f5+D2lWBZa1liVqrTKHCc6kQA2Pn+6T+wI4vbicPozxIdryBDvNX6zgWyGN1UxGBfEJas0aD1UJEr4vIk2tVYqAmLq9+5ZCmJT7n3RlGgD5ptqbkdzkBmHuJk1NGW/U/TNTnf1VsMN5PTfq0jUr/kgS/WAaSocwxc1qnySqB64JMfosj0omRzaaqo5evlu8cmbTgWNNR91ZG8tzynT0Dlrrs9ziOs21VSKTLHUVBOkq1SmRtXNkGVATMa4AHHZN5bXtsSshEE0MrBo7HOY5pBeAT/ykY8MfoGNjQ3xj//4j+ITn/hEkB3+pje9Sbzuda8Tv/Vbv1X4GE960pPEuXPnxItf/GLx3ve+t/qrZ6xCbjQdh7hMd3FrGeIKDjI6mdWNTOk9z5bSZpJel4lFuS42m86pvLc6J+S+cWvoUub88PpAU007GeLlcRkqWXlxdvSQsY13tBkcdDgyRdMhjr2gjOtLpY+E+uuQcIgrloVKZ4iXOcS1mmpayBCvKPA1Wd2k6hCnz0zHIY73qUpGr4n3iX5eaxniJeOKTMUcNtG439oemaJjzEi6i+E2bosgbqqSciyMb1w1HJmiE2WWxcn5tUKHuE3TisxBWRWHeFNRR5FxQfJzjptqVnudqgcu0dwrsYdUicHzkSZyxGUaOitliCs31dyl3lRTobm8KukxyEZkCsCah9a8voD7D2sZmQNCbqrpJ8qj65e+9CUxPDwsfvInfzKIQfnFX/xF8Z73vEd8+tOfFk984hPFiRMnCr//V3/1V8Xs7GzgNGfchtxoWhniEpuxNetNNbcUmhntqs1l7UZTTfuLbby3qCwaLCgvslGu7xrHQ5cy5Voz9rl093ggxtF7b14MVXCIFzgh4uzogsgUxbgAVXdUXbFFJgRxjLkyDimVPhLahyIF10BUgi3tEC92JWOzjHG0zHGiI/hELjWD75Xdppp2D3PVM8QpMkXHIS4fbWTPIa52ACAL/VxlDvHIpVdyzUK0aKtDvOpamNzF5DZuAzrxT3nXIZagmAsiM4rJyJTKgvhKSWTKprcOcVOxMvpz9ICiIF5NwFKdf2XH6OBrtuSbhPrIQw/NBoaH628/V/s1XjVDvHpkilqGONaCuoenRRycHc1simuaydFeQ2KfolLjw5PyddIs9fzxTPTvOspNNf/Nv/k34nOf+1zwd4jh//AP/yAe8YhHiFe/+tWB2P3BD34wEMXx6xnPeIZYXo4detdcc43Yu3ev+JVf+RXxjne8w/xPwxiF3GiVMsSlmmqaHdh7k8UuqYZqVZpqxi5rtcWeSZeKq2Xn9N6WTdo6J+S+wQ7x+sEYcPnecTG3uK7l3DThEMeir6yxopRDPBybpAVxRXGljtgiNI2CGEGba92mmrJlouQMsxOZ0jvoo7HLTIZ4sSiJQwDkEpYdJOjEcalsyl3Ixq7LIS5b9UUOcRLSZUHvEUTHyowllSJLSj5XaiRnLTJFIkMc91LZWgEbUVzfiIRqG1XXwpFDPHQbtwFd12UajEFYayebappwV5rOEE9HptBrbCxDnBziFSpYmopMUc0QJyesbBPsPFSF0ag6r2SMVm0S6iMwA9znoilx4syKOB1mWNsm/rxk53rKEDcTmaJjCAvWwZaug2RkCtYDZVnZvvUWqAJFvNC+rgjZik7GLZTuqqc+9aniD//wD8XLXvYy8dGPflS8/e1vj/4PzTbf+MY3ihe84AXi8ssvF3/zN38jPvKRj4jLLrsscJIvLi4GkSrPe97zguiVJzzhCeKmm26y8TMxhiA32u6wY64KMrm3Nhtv4SRdZsNMIpBuU00dp1pUCtpohrj9yBR8vmWfbReaapJL+V77WRBvIkfcZGyKykaLFn1FjZri7Oj8Q8ehwYHgPpG9V+OqF3eaatL7dvHMWOACmg/7UygJ6ptb0kKGSh8JVTCvYH4pEnvjJl3yDnEc4hSV7iK7EO9j0byGJtb43IuqcurIELeZjR3Nu7YyxFc3xHToyFfZJKs6xCNXsDWHuNzBAY1P5iNT5Db7K+ubUmuhKKLC4iF+U1RdC5OQ0SqHuMFKSjwG1t1R00MDh1CUE13ZIb6QF5nSrGgUOcQrNNaLI1M2nT5gop4f5ys21VQ9xJEdI23ulV1rrAluuH3eyciUOEM8LzJloBaHuK3+YxdPx2NQlfu+jLiC0p8ccRoPZQ4IqakmZ4j7hdLdOzo6Kp797GeLr371q+Ls2bNiYaHXDZiaZH7mM58Ru3f3BrR/9+/+nfjhH/7hwBWOr7/yyiuDxpuvetWrgv9Hc008BuMucKOho7VOyZxKU007OaMDcmVoFbIbdZ1q9PW2nGEuRaaUfbZtb6oJIe/7c0vB9XjxdH85GmOXwxYaa8YbavnIlMIM8dBVWhZXgOsn2ZTSZNVLHbFFtGHAIhsRXKoOcWwI0XxUdaNp48AP71PZ2B1liMs6xFc2g2ugSGSPFtkFrhPEnqhuymy46QOHuKXNO1WA2fhs4T6GY1olPgRrB6x3VB3itnqo7KiUK/lcIQLh60y7D6MM8YLnx/wI96jMJpNEC59cZbJUMWaAg6G7+K4wfqMNmHRz41rEfUCHP0aaahpqTH9qfrUkMqUhh7hCRED5PNiUQ1w2Q5yaalZzdK6GzytdySYZ72lzr+wSV10+G/z+LzXliC8rCuL4Osyr6bkeDXu1HOKKZhTMl7i2bQniWIvsnxq1UjFWpYLSBcjcInNQQDHDnCHuF9KjK8Trpz/96eL973+/+MAHPiDGxsbEsWPHxMmTJ8Xb3vY28fM///PiYx/7mLj22mvFLbfcIra3t4PN3WMe85ig+SbiU3Aznz9/PnrMxz72sbZ+LqYi+KwgWqD0Q6fsGRssTBxF7glaBNhyiGPiwM9hKzJF12W9otAczhZjtTTVLBdFdE7IfQITItwEcCu3tTu8qxzZP9GoQ5zcUVUzxAEWwKqRKcMONdVMxkRB2MVGRMW9LdPIsq5IqGBDUrLRlonLITD24f0pE2GpUqvIdYLHUXVURlnPht6roLw7yDu1N7/h/bdxmLu4vhkcvMjmhydzxHEvl6036nb9BeugkvdpcXUzcIebnp/ig7biPjJ4y2QECRIb2pgjXvVwJG6qudY+QdzA/UFj4tlQoDDTVFMtyqwoMgXrcepF0HT+NkENoas4RaNDrLojU8Lnk72fVOZro001h+UE0cjx3qCJqg6Oho01r69LEFesQsEciXVa2iGuYpSpYghbq+E6oBxxm4K4agWlC5CbXeaAEFW9qDLkyBS/kL7i/+Iv/kLceOON4tvf/rYYGkK20EDw61vf+pa44447xIMf/OBgMzA5OSm2traC/8PvBNzkL3zhC8VznvMc8alPfcrWz8MYAgIEJmGdhpp9uX1FkSmKp/gqJEvRiiapSBCv2SGO96ZJgdS2Q3xr+0KQj1qeId7upprkTj7MDTWbc4jPLTXiPMJiF+OKXIZ48TiLBfvm+QtSufyqDdpG6VBq80Itbr9ZCLunl8X8yoa4eHpQaYOrXIps+MAP7z/GNpMOcQiSMociZQ5xvLbN7QvKYo9s1rQseA0QOa0KvXBkW2hYJJPpnwXu31MLa4FYKxs9YrPxKAGhjfLps8C1jHtz35R6LJ6JOIAoPk5GEG9IXKuDqg7Q/VMjQV8Dchu3AYp/grhQFRoTzy6t98WdmHjMKqYSrL8xD6Lheno/0JSYvCMzt4JDPI5MqfdnoMNG2bF1MvwZqZ+CLqr9oeLDaMnIlJY7xK88OBP8jGisCT3J9h6ZonxU1kxYGyDnPLkW1413ig1hcmvvSHi32FwVh6tfv2MhytW3Aa2RvIpMIYe45GeMiMPbz/ZfJ4zbSH9KyAb/5je/GbjCEYHyla98RXzpS18Sl156qRgZGRG/9mu/Jq677jrx6U9/OhC9IYh/4QtfCHLHb7311iBD/LWvfa04fPiw+Ku/+qvc51lbWwue6173upeYnp4Oolbe+c539gnrz3rWs4KIlgMHDojf+Z3fKXzdql/PVM8PJyBeFC0WVYUbG2Xgqm7KTJe1orMucPE1mB9eRw5r/L4WL2howdpWhzi5kynPmqkPbDJNO8RVM0gnRgeLHeLhBiztDksTucUkNseqztPhod49up44wDZNMluThF0V9wTNI6pNNU2Pb7IVApHjTEIIkI3NwQK7SBDXjRgwnSFeR3k3rgNc5xB0TULOr7IDKhM54nGFnL21AA7u8HnkOddtNdSUva7IoSfjEG86QsImsuulPCAaXzQ9Ku5ZXDN+TzRFLyvXzBgSCeJh7wojkSkGHNwnwwOMZDM7lQozl+IkXKrqoINwWUEczQMhdBkTxCXfM9nGw/TztD1DHD/fgy6dCdY4t50xt243eY2TcYGMDDoHIQSN97JmBNV1sA40Fk1WOAgrg0RlEpm9cohLrpWosaYN4wZjB+W7CpEniD/58R//cXHixAlx//vfP8gQ/4M/+APx8Y9/PPgaiONwgT/iEY8QR48eFY9+9KMDMRq86U1vCr42j83NTXHJJZcEwjrE7He9613i5S9/ufjkJz8Z/P9LX/pScebMGXHbbbeJz3/+80Fjz/e85z25j6f69Yzo23STeKFbUli0abWZoSnbVI1OZrUiUzQcIsgoDbpENyyI28zY7RflBo2ekPvrEGdBvG4u2z0e9EAwmSGumk05OTIULLpx31dxiEdjjcTGcoNeo2xkymB51m9VIgcNBHESdhUWiiRsy46bY5Yc4rJO9cghLrHBlo3N2RQC12UAAPc/SURBVD3eO5yez4lMicq1FQUM2RxTWWwedNuOxKH7cUbRHUWfnUqOuO2mmjIu7SWLgjjN/cUO8U3p+3p82L/cUVnWty4E90sVRyScfVhrzy22IzYlqKQ04OROOsLPGY1Mqe7gRlxKMgM+CblAm4pMMdFsF+t7iH6NZYgrfM5wxEIQV4m9qt5Uc1BqndKVpprgqjA25VgNsSnxAcZQpcPvqNLJcmSKbjSLTvyWTYf4hI8OceqDJDkn0XpdtV8S0xzKVzzE8HvuuSdwcV900UVifX1dXH755eKzn/2seNKTniQe+MAHBiI5QM74K1/5SnH11VcHWeNgz5494glPeELgMP/BH/zBHY+PyJXXvOY10d8hpj/ucY8L3OY/9EM/JD74wQ+KL37xi0HzTvyC4P2Od7xDPPe5z93xWMvLy0pfz8TQwpFcaVWbzmQtqlTL2lSQLZmPm2ruqiV2hJ7P1ELf1ciU2CVY/L7S+25TjHPDIc6RKXUD19yhPePi1tPLgYhSpTlUWhCVzfBLlj1njYGxGCrnEJc5wKJxVTlD3KogHjcdIneLSsMZ1VJRG40ilRziI/ILftlDkd2yDnFFx/GI4cMD280i0/dDhSI2Cw5x+Wu6jsiU6D7IOYRfNCB65T53dF1tGXHo1dlU8yXv/5r4u2/09ixlDA0MiN/5hYeIpz7ikPbzrW9uVT4Y6Tn75gPXcZbj2Cd045/yGA/nnDOhQ9yEoBSPQfrX4ykSxDM+L7iW8RxURVE3uDcRw1N1fOpFZ9YrfEXVNwr3FMZAxF5VaVqYPPhXqqIpEUS70lQzKYhff2Je/PxVl1l9LppLJhQ+76zDb1p7qRzAJD9PMrGUvt4aBPED4eFcHRniPlV70QGh7D6ybL2ex9fvmBdXv+9r4n8946h4xOG9Gq+U0UVpdEWGOHLA/+mf/kn8+q//eiB4Iz+chO4PfehD4tWvfnX09XfffXfw+759+4KMcQKPQY7vMlZXVwPx/GEPe5i4+eabAwH+qquuiv4ff77hhhsyv1f168GrXvWqwKVBv7rK5vZ2sEi7eHrMmoMiKgOzMMnLOsiqNNWMXdbyg3o8oTW7sIneH0uL7Q1JUU71hNxbh/h+dog3ATnzTcWmkCAqKzqWOSHiuIzyDHHpyBRFQTJuqmk/Qxw/R5AhHiwU85tDVo5MkRDjdKCxvqxCAFE5sgt+yngui80pc9ZHhw7KDnGzGeJ1ZWPbONCl+7Hss0hDTTgXVjadOjgoq5SLIlMsuMFksuljQbz8+evKVMbncs2NdwU9UPZMjBT+gmiA1/PF78xVe06JBuRlkMuYXMc+Y1r4GUtliPsQmULX/P/f3pmAWXKWZfvrfbpPLzPTPftKyAJZJxDEsIkKQVAkhC0EDSKJeAnBHxW3iy1CAHGX6A8iikFkF5RfUEAQwxY2ZxICZiMzmS0zma336f2/3jr1VtU5XefUt1XVV1XPfV2dnsz0cpaqb3m+533emRwd4rVe82a7dG+TqG/ivM5iDqImeKqxV82oZknLHkbrON6LyqP8vdLR8VknI1OGYgRx1YMQ3Yb2qpGNOjz53DFxybYR8dOPrac6pAHP9ywyF8ohLtlkmNfrrSo6W/Evew97cUH/fa/ZmgKoo7QKvuSSS7yPKM997nODP1MsCsWbUANOyg7fvj3eMdHf3x9EqLSDJtAbbrhBnHfeeeKaa67xnN7kIKemngy5vinGJQ7KLVf5ehbE6YOpqij+1PM2iG/+/k+numAMHOIpDO6ykSA2mmqqCAm6WWO2CfPP0xGiZQ8aWDCXXRAUDWroSK/BloI7tooKOfO/4gni0+KxW4aNfx4JrDQlyFaUNGTlDemLoUoZ4opCWxZVGlGBI8gQV4lMURRIdMZmpQORhDmrprDglz0U4QbXSQ5x5aaavrhvLUN8Kf1s7LQqnEwd4iqRKWlWyMkednAO6mAKeaF9MpEpCgISv+dpC4SHz8x6YvgTd68TH33VlW2/9q5D4+K5t37VOMaF7r21/TYc4qHruMhw/JMtQZzHRHKdez+3116jzrQiU7zf0dslTk7Pe1E4XWTXzgjae1P/C2rWagqJjaSFmzivVQkFZDWHOM/ZlMevg2qVlmxcWZUc4jr9OHRRaeq8aq6PHH6rZsevjgxVzBBPcW1FUZOfuekpIk1YVC6UQ3xe0SHOkSmKDnGqjFDdHwE7GK+C//Iv/7Lh/x/3uMeJ9evrNv92LvDnPOc5iRMyRa2Qy5vyxKlJ5+DgoBeDQjnjLHKPj497zTfjUP16YJekksI0J/mwZH4pxaaa6pty1Yy5tIjG2aSB7OvK730ZI1OoaeDpmQVx7sZBr/wV5OcQp9gUWxstEplkD0oDJ0QLwYQjFpLyo3ljJ+NGU82blC3bNSHIt45miOtEpiiWItvOmJbNkCfBnC4RmQW/bGwON7hu5TjRnVtkG3u5lY2djls4zBBXE8TDMmqFppoZNEpLWqNMp+gQD9yPbTPE5UvWs4pM4aoumUbY1CfHdGNPYifptKbXwRZ2iPuu4yJj2zjSPCZadYhbiExp5xDn35FmhEEzdM/SdVmzcFAWNUZlJ4jLVXJF4dfXpLHmbFClpVjJlrD/CRswl18QD6qtFA6XdeGDTBUhmx9fNB4tGgmoAu+PpZtq8nVd8EqBpH2Ri3ADUFWHuMo+Z3FpWdx1eLyhATTIjlRG1927d9d/eGf8j/+v//ovsW3btrZi+Ktf/Wpxxx13eKL6yMiI9/cXXHCB6OnpEfv27Qu+du/evatc64zq1wO7JDkoMmmqKesQ12qqqV62rVtaVbgMccnXlYRianxYxsiUA6d4Y4388LzYPVZ/7ckhbgO6X1Q2WUlOCHKZkHCY5BJVyStVPeQLm2qmJzSFDprOSPSH/IIvzGjszLVpcBiZ0v5x0IFJrbdbziEuKcKys77VAjss11aby1i4tuWml81ZNyGce+2+v5P++8UuMFmGdTLEDarTZEkSXCazyBBftJshnrar7MAJjjlLnre5GZuJSB+O12aH5pxDXabIFFu9dpp/jpUMcf9nmvRe4MMLPsxY9TuCqohshaPgvpQUf6Tu2wyz0HUOG20I4qqVDTKHhlnFkFXRIR5c537DZpW5fsJqU80Vxabuxb4Ogn2RLzKX0SEeVHQqOL3vPTYVzH2qznJgjtFd9Rd/8Rfik5/8pNL3TE9Pi1e84hVenEkrXvOa13jxKF/4whe8bHJmYGDAa+pJjTrJ6X3fffeJd7/73V6sShyqXw/swgvGVpvWNDtn84SRuNDwJyIth3jgsl5OLWOuaIICwxO8zGafXvsyOsTZlSzjNAPpwK/9/hP2HOIqi9GkrDwS0GgDkOQ4V4pMUYxiUF2Um0amjGiUEs4plorK9pBQRSXLk/Nfk7JTJxUzxKnqxGpkin89W4tMySAbO60eGMHhhL+ZKXyGeMJ9wOMS5+da/d1SDvH6718jsR4KxedFZ+btAQsu4fA66LLSDK0UkSmajstWRH8OHTzorPdb/Uwzh/icV0nUKqIj6B2ScbSAagO5doTPITtRXyeOiqtkOEZKB9U5WNYhnkW8liuQ4YTmRJ6L00RnP87GhUaHuL++1TQjyDbVDHvpwCGem0NcuqmmX9Gp4PTed+hM8GcVIR3YodNEDH/d614nfvd3f1ecPn1a+vsoY/zAgQOeMB0H/dtf//Vfe1Epu3bt8mJP6ONXf/VXvX+/9dZbPcc45ZM/+clPFq985SvF9ddfH3z/s5/9bPH2t789+P+krwfpwcJR66aa6mVtsvDPTHJUsivSJENcp6lm6R3iCq4nWvykKcblReg0gyCeF9vXDQhKq+EyeBOonI0ySJUc4m1cjSRS0UZIRnxT2RirRlFlkSEejTwJm80oRKYs6kamWM4Ql3SIs+uWrpekKBrZDHH6dxJPWi2wtSNTJLKenW2quZhWhni3pqttwa2Dg4RKORZ/0nGIJ2fThw49hxziSpEp5oLlXJC532nHIV6GyJSUMsTT+Jm67/3y8op3eDE22NdSoGfhKOus3aCBnAXjTlb3rU60WZxD3ESkU61sUI32rEJkCovONBen3YhVr6lmfIY47TNUdYSe7g69ppopZohnQY3HtSI6xBUjU1oZWOLYdzAUxFWEdGAH7VXwjTfeKP7qr/5KXHrppeJpT3ua+Jd/+RdxzjnnJOaN/83f/I3XiPP1r3997NeQCN5uEBweHhYf/vCHW/775z73OaWvB+kh21Qz1ciUhE1+4GQ2iUxRaarpSoa4I001CdoMzC6U7zQ0dJohMiUv6Prbtq5fHDw16y0mTe47nSiIgUijJhPxLTjAkhAAVWOggk73GTTV9DLEE6I/2gvqkpEpKR348XgpE90SCAFz7WN2ZHPkqakafU0r50jUha+C7bz1bIRe9eosGfhwQjdDXKXMWyfnVhW+TluNG1Pz+WaIh4JEt7z4nHL0wgF/3t4lMW/TvUNCiInYFxwgGbqW6VCDnP7kOi46quN9EtGfY2vtnWT4SYKaZdKBKR9ktLvmsxbEQ/HHfFzIQ9RXObhm+FDQJKoj2N9JN9WUW3tl0ZfDJSiW5MTUXOqNWPmaVDGoxWWI0xhAj1O2t9Aqh7iqIF7wyBQWlQvlEA8OCWWbaqpHpuz1BXFaU8Ahnj3adxXFkZDr+hOf+IT49Kc/LW677TZx7Nix2K9dWloSv/3bv+25w+nzpz71qaDJJSgvSbm3aU7ysiXzPBHp5DeaOMTzFsRlHfS6qOQY93Z1eF+fthsga1ScZiA9+PV/6JRZbAqPVyr3bjuHOJeEygjiKm405QxxFq4yaqoZZuvJOyBUS0XXpOwQl9nw1iTLQtlpJHMdkOuErqW4eU23P4VsjqlL2dhpVThNSDY4bYbd/SqNwOayiExh93+CQ3zQQlbw6t/N7vQlKyXrpo5c2Sqgg6dnvAgLGdc8CSAk+JlkPLMpg92CprEplIFskoNc9qaa1n5mEAmpdz2yk79VQ81o5URa6/TkeAB7WetpH2SZjq08/8r0/Wj9e5e830m9kdLIEK+KQ3woo8aadSFb/v1qcIhHBfH5Ja1xhdfosmYUNmTkrR+YUsup8sVKjJTkWmmEK2Elnd60hrj32KR3QEofVEFLVUQgO6yMro9+9KPFW97yFrFp06ZV//bZz35WXH755eLrX/+6uP3228U73/nOls02QblwoalmkoMsEI8q2lTTdgZrsygiJYj7rz25ZcrmEKeDllYNk0A2sNNvvx9ho0vo6NRwiMcIJkF2tIQbVUUAVB1X+4Kmmhk4xHu7RHdXp+dkPDOdnkOcfgc5qk0anrXPEJdwiCc0VGUm5+Rzq9l1Ehc3o9ufQtalpnqf9BaxqeZZ3QxxdXdhmhVysr1UeJM32Kf2fGXge0TOIe5GZMrR8bOeQK1S1UVjs5UMcQsHSGWJTQma1KXQVNN2Lrnue8/NTzePxOeH5xU3otNALu+DLBuxXTX/uZocJqkKo+GhIQTx2MaVCj05dCARUnU8aK4GI9FS18kerL2q6hAv0MGtSrybTlPN7x+eECSBXLZjRIwM9AryB2bRWBaEpGLTvvvuu8W//du/eTEq5557rhet8tSnPjWNXwUcJilfUSeCwHYZuImbLcl91bZZkGLzjeI11ZR/b1k0p++x0ezIBWhRTSV/54zVPHEO5O8Q51J4XfhekRFDVznEY7LywuxombgA+fLsOc3IFNmyTR1mmxze5J44dHpW+p4PHOIK8RI09tjOmOYNiUzMRS2hoaqOQ5wWysT4zILYOLTGTlPN1DLEu4rnEJ9d9A4xVdckgUNcoczVVlSGSSUYiz+cn5tXhriM8BmIgyk6TbnXxC6Fqi56XCemVrTXLzbFLnYbUzb1uRsHRVGxXUnZkCFuSWSn97q7s0PfIc6CeBuHOD9WkwoEHfj31foKniGucP0ETTU1RTqqcKXrdqNC3FY498rtU9OcU10irnGlbUjIpnXlaK31gZSMQ5yvNZ3Du+jet1JNNf3HXySHOI2JtC6U3c/TvUpjn2w0JOeHX7ZjbbAnoCpadpqD9LGyCv6jP/ojLy5ldHTUKyGkzz/1Uz8lfuu3fgtu8AqTlHubZvOt0AEtefJu0lRzscBNNS0LRlqRKRGHoq/3lCYuRSaHFKQLixumjTV506Iiyrbrpq7iEA9dVsuFbKoZ9k7oDKI/SBAnAXF0sM96U03+WtuutDA2RyFDPMkhfnbB+3kyY+W6gdauE742VDdL/P7bqhbKws0WZMRbb6q54N2PqlmgdPBFVddKDnGFaoO0eqnw401HEE82JcwuLEqvh/r9sXQ2RXGQq4hUHOJ8n9PaTksQD5pqmq8J2W1MTvciY7uSMvpz+i3eb/0Gc8wxqcgUvuYzdohzZIqFcSE0RmUn6gdVSgr3I4+BHCOlConW5PBUEUaVM8Qr4hAPRef0rhleO6gK2Xz4zXOnyZ6eK9OlI1MUDBkuQ6IyXftFcojTmKg6HlJF59GJs2JpecWrWJXJD9+zfa2469C492cS03eNGjxooIT0u/uDH/xA7N27V1x33XUNf3/q1Clxyy23iImJCe//a7WauPDCCz1BfGpqSjz96U9Xe0SgNASi63wOkSkJzaQYOpkll4dKhphJZIorTTVp40YDdFrZhGE2u7xDXLZsrAiEjbmQH543LG6YOsTndBzifW0c4kGGuHxkioxDXKU6gxenNPylKYjzBpU3DWv7ewNhV0oQ542AwmtPz//MzLzn3FIVOFsRVjVJOMTbNFRl6LHRpm+0JncS2K4haeiqVJtP6bWh18qWQzyLzTtnxNuscKJrlB77lhF1EYheQ7qPtTLEM8habyVKT6fZVLPLblPNLFxl+zXm7WglpGozVmJ+cUW7j00zmyMO8SKjG//Uiqgr3KYZhX4uVeuYRaascS4yJXCIW4hMycMNqhJttkoQ1xTpzmocSCcdWGYZQ+YScY0rbaMS1xWF3gNaY9kQxMOmmitqppyCR6bw+rgoTTVJ0Kb3eXRQzbFHFZ1Hxs961/HaBLcfCeK0Tblk+4hnGCLQWDNbpO+qN73pTeIXf/EXxfOe9zzxpS99Kfj79evXe+5w+iDR/J/+6Z/Ei170Iu/P9LUXXHCBeO9731u6hnnAQoZ4ihmasnEmNBHpxnSEZdsqkSluCOLeY6BIgZQiU+b9CV7mveVFQZqCXNawG1nFaQbSYcf6AW+hYeoQ13FnSDnE/fxhmbFUxsWr2lST79M0D6SaM2G5DFC2nJDHcdXNJjm2ZDcbco9DPkdeRsyguZEW2zJxKdHIFBL6bboq6fnYyxDPIhvbfg8Mvh9lDqjioPeQ3mtqzOiMkz7h4IDdkDaiEZohkwHN7TKRKTKiRBbN+XQaYZuKlmEcgr3IlMJniFvOyo1Wddlce9Pjo/dP9p6PckwiMiWPhpRRh7iqWNhuDZSLIK6SIW4oiIfCaKf9yJQMDk9dgnrMpJ0hHqxJNcYDOvgkQ4sXk+P/HJ1KL9XqzLJEpvDYQs+H1r+uw/d2TfGAsJ2BJcojk3Pi8JlZce6GQW/9OcKGIcmGnMAO0ncwieG/8zu/4wnfz3zmM8Ull1wi7r//fnH8+HHR19cnNmzYIB7zmMeI5z73uV5UCuWHnzx5Utx8883i7//+7z2n+OHDhy09bFAEknJv05zkk5pJRR+DrjNHx2XtSmQKT6ppOcRDUa5DIcPY/YlRlgMnfKfZGBziLlznW4bXiCNnZhM3HrbiMlY5xOfbZYhLRKYobIx1hDYagxeyaKoZOMS5OeS82kGiwmFEkjvW7BpQcIi3ccGEhyJyImwaTTU5gsR6hngGzmeb8xdXbMgcUMk023IjWqZ9bMnU3JJ376dVgk3Prd11pXLNkrhFB5uzGTjEdyocZPf7sRa6Oc9Wm2r6bmN2HxcVjn+yFpmSkkOcf9ZZjbGTDy02STjEs45MCTPE7UWmpLXXMK3kYvhQWtshrmF2kmk8nHa8aNUd4jrrJbpWFv0MchMjAlWW0R5Zvalm/vqBKbXgoMx9l/iMPyZwM1BZZJ3edx4K88Oj3xe3zgfpIT26ktv77W9/u/jmN78pjhw5In7lV35FbNmyRZx33nnij//4j8Xi4uqLuru7W1x77bXe97z0pS8Vz3rWs8RDDz1k+zkAR1mTkHubZhlYUjMphiYik+zGustaPTLFVimo6ftDCzFqLpJvU82O1Jv6Zc2DGk4zkB5UAk+XOeVWZ7nJqrVprBhmiHdbjUzRqbzxhKtUm2o2LuTXBU5nuQVfmCGuFplC2BJ66z9LwyEeE5ejE5vTsMBuE5miW7rrZaBamAsCx2uKZb1pNIUOHOJ9+g7x6M9JwqShtyxrEirlpuYWUnGHM/UoniUrDnESDyh+IS2nKTnVHjo5I9bXesWI5AGVTPP4LA9GyhKZUoSmmtGfq/Pe06EFXffshnUpMmVaM06i3WuUqUPcv35U7imZiLN26My/shniVRPEVedSHViI1bnGWbAnU0vwvmveK54ZRVkQL/51wOJyERpr8iFZTdUhHqzX56Ubaqo4y4FdtO6qTZs2iZtuuknccccd4rOf/awneD/ucY8Td911V8vv+dVf/VXx/ve/X7zwhS/0ssVB+QncEwkO8TTcSTJiCJU70UTUa5Dd6LmsFQQX2wt9E2TdCTqw21QpQ7xEkSlUek3VA9vX9ef9UAAdTIxxjvi0hcgU+Wmz3YZWySGusPHmTFoVoY2jDdKKNqM+EuTu5NeunbAb+/1akSn2nWn8OGSugVqbuBxmQuFQpNFxMm+1PwXPBTZic7Io706jKTTfj9oO8cgmWelwJcW1QLteKhTzQNdzGvnhwe/3HeKtxpXgmpVcA1JjzbTcsiRQ0vWv2gjbNCNZpd9KEtSPgdYdRY9MSbepps3IFL05hsQ4EvvoAKNdf4vwIHwxF0ekDYd4HqK+TgwR3cf0Vug21Qz2dgrCaK90hni1mmpytZVKTw79Awz1azxsrLlgPFZRY03Z6kxef7pQYW5KrY1ZyDV08+Y5+iTJ6b3Xb6JJDTV19kfADlqj6z333BM4wp/85CeLT3ziE+LjH/+4eP3rXy8+9rGPtfy+Jz7xieLP/uzPxGte8xr9RwwKQ1KpnEqshioy5fJU8kT7NO70rPt76HnIOutcmtB4E5pGKeO8wiaPF3llaapJm51jE3OeGG5jkwvM4SZpD/pRNmaNmhQc4m1iMzgfUUaAU9l4hw5x+XE17dgi2nzQeMObf3ZgyjaNSbMcWYWwqVGXFQeMyqEIEWYLWo5MCbJMLQriqTbVtD932cgQV9nEZ3Fw0K6XCucE1yw0zmv5+3u6vDUWrbVazZXkdpNtak4bUt3M5iQOnNCr6jLNebZ5v5AYvmmoT5yYmkvlNSpuU83OdCJTNONAgriUNvnheeVvW3eIB/dHdsJX0ABd4Z6iMajW223QVFNdGA0bD0tmiFdEEM/CIc4Hq1oOcf/xjc8uGhkRCNojSkemKKw/XSev6hcdpjUPCGWEbTILkEOc7u0LNg81rvMlIyWBHbRG16GhIfF//+//9SJUyCVOUPPMf//3fxeTk5Pi85//fMvvJQGdssa/+tWv6j9qUJqmmjQItHNIpNVMKurMMdmQqoouthf6VsrOLbrsdGIbgk7bJXGIP3TKzw9HXIozsMhh4hBXictg6GtJ64mLzeB8RHbD2MsQ98uFu9SdSmnFFtHjjo553HF9XLJpjE6pqGxjZa2NtsTjqEk4YFQaqyZlC5pEpoQVVeZzQZpRaGlGpgQZ4pqCeOBqk2wElk3z0dbrkyn/kE62oasOoeAT/z7RZphFPxmCTOUUDvE5P1xVEDfNeeaoKlvXAWVS0/nDI1NzoqjY7rVD1yGfudhceyftcVrBGe+c+e6aaBRkiFs4LMurqabO3nKwry6I61TK6Vyz3V2doruzI3GNohODV2SCaqsUM5R1Xb/NDnE7kSkrUtdcUCmZUs+PLDGNKMoS3WtFJvrkwMkZbz1/0dbh4P4O1vlwiGeK1my3detWLzJlaWnJa55JcSg7duwQv/ALvyBe+cpXJn4/Ned83eteJ57ylKfo/HpQEJJyb2kRkFbjLZnu3aFDvdOKU01mQnStqaZtUUHntS2bQ3y/70LerVh6DdKPTGHRI+24DIY2ZLTwi3WIB3EZPVK9CqKPwbabKBpbVOsTVqGFPj3u0VpUEFd1iKtvBNrFRejCP0sm5ktGzFAVYdstsE3iuILSbQtzQZpRaGk21Qwd4rpNNdnVpuYQTzMXtl1sEEcD2IhFaPn7WZBfWPLEpihUVUfC1digeqNcEp91nfyt4MNSnitkMRUtbVcKcI44uZC3jBQzss3UdRk3D9Oam5zPNt2VuhninPGe5BA3zafXhatHVJvIudIYlPZ9OntL6qewPFFfb6gKnLrCKM29SXufLObUqjrEdYRsnutpDa/T8L1VdWZSVSdn46fZnyUrCuUQ12wy3C7ikNnL+eF+XErj90EQzxLlu2p2dtYTvjdv3iz+5m/+RlxzzTXiPe95j3jBC17gNdf8uZ/7OfGBD3xATE9Pt12cPOMZzxAHDx40ffzAYaKbl1bOmLQG9nbOqFWxHkaRKWqiS7jQz39CS0NUWOW+l4htYDGuLE01eWMNh7g77FxvniGuEpcRpdbb7S36mh0gLJzJZPiSk4gEExknGseeqDbVTOtQisfg6Jin2jSGXnvP5ScZreD9vjQd4jIZ4hIOGJXGqo1RM6sX2LSJp9eIYhNUCZp72cgQz8DNFh52LKeQIa7pEPe/T7WpZrqCeBuHuH9dNgvVWf1+HstUXFdpbqL3a87blGtef0yLqTcgl2FTCRpr6kRkJcE/y+bau0/XIT5ed+9vHu7LrSIiK4e4aaSQDiQg6+wtB9n5O6cuRIWH9p3qfRaSHOKVi0xJP0Ocr3Edc1o41y9EhHW994YPQmXWXjQuRnvxFJl2cZKuwRW+2hnibfY5LIhfvjMUxNf5FbRJzTiBXZRnuxe/+MXi9ttvFy996UvFpZdeGvw9xaC8+93vFmfOnPHiVC666CLx+Mc/3hPO5+bmxIkTJ8ShQ4fE+Pi4+L3f+z3xy7/8y5afCihSU00Sh2iSTys/M3RGLScKRyYudVWXdRoLffOy8xQE8aCxX5eCOzWd/OKsCUuv4RB3BSrb3TTcJw6dnvUECJ2qEJ1cSu9393WJpYm6GzJ635M7mMQoWQGTNnicU9kOnd4MwaI8hdiiOCfOiIZDXHWDG8ZZLaUg7ltyiCtmiNPByFBfd3yGuOd+1JvLbMbLZNlUkx1TLjjEVTPE+bVONzKldaVcNoJ4V8txRacMOU1BnEqXdeZtXZewzUrFKBzDUeTGmqYxBO3uBasZ4pqmkmOSkSn88zPPEPcFIBuvVdbPgfaWXuWJhmOX5tbg+dfjfFNtqsljZFLTvSCGrCI9ieh9IOE3TYf4jMaB7Kq5PhKPpt9UsyOMDE2oziQDQF9KMbNZE8zlMXGSrjGteUAo4/Ted2i1Q5zmKnqfk8YFYBeld/fv/u7vxLp168SDDz7ofY5j7dq1nuD9spe9TJxzzjniOc95jhenQpMUucbpRqa/B+WHBBkSe+KcATouRttiSLARUWg+Z+qynnXohDeMe1lOsalmR+UiU+AQdxN6P6jZ6eHTs2L3WE0/LkPDIc4bQh4vKC6ABKmkkukotOA+NT2fikM3iMxIQxCPiYlip7NKhvi6Wt01YbOPhCo8zqs4xNs16Qpy5CUzxPkwgQ52qGkeCeTR13l0UO01SuPwYK6gTTUDh7hhhriqQzxVJ32be2A6A0G83biiE4vBbmzbDfpof0IOcRqXuL+B8sbegaaaDZEpE8XPEFd127aDxXW7TTU7NR3iqpEp2booyT1L17VKRVZaB0aqmFTeUGRKNE4q7aaaPPdS5n/zfJ71nOoSdN0N9nanmiEevF8aVRDhXL8QHGSaNNVUcYi7YKazQa23QA7xeb0IqSSnN839dx+Z8NYdu5oO4klMPzk1761NynAAUgSURgISsmWd3Tt37hTPfe5zxac+9SndxwYKDuf2xS2E0t4MBqW6KTfVVHVZe1njPV1ODHAs7OXfVDNyQl4CyGlGb++O9cXM7ywr5Pz71oOnPOFDRxDnsUR1k86CCQlQ631RlxaBtAlSEd9oc7w4uZLocNdx6PJ4mUZsUVy2Nbmi6HWRcYjTRnFxeUXZ/dzOHasLb0xlNtuhm7X1gp8dRip5yGt9QZzyK/l6WvBfI12xh6ukbByIqLxGutBBK2k1dptqmjrE1RqBZeGkD3upLOeTId6mWeuML2orOcRTcpvSQSldSxdsUrSFWsh5tr0WLkNkyux8vXq0lUCoA4+Nqg5emZ+pOg5xU82kjHeOwMrcIT6/pH0wGCdu0tytGymkiol4PNjXk3iIbbs/VLTxcKvrPYt4LdegWJIj47OeecTGwYzdppphNVjNF3ZNmmrKVGfWe/HYuy/zhsXlQmSI++NBzbJD/J6HJ733/cfPGV2lCa3t7/XWJTQWp2laACFKo+vTn/50lS8Xv//7v6/09aB8kCgRl/PJpc5pCeI0uNDPzq6p5rL0osmFhpoNOeupRKbIv7YqJ+SuQwsWWsRtHemvTAOcosCOfS6N1xb6VB3i/mImuvDTiWcInFYJ9yvdR7TIVjl0izbVtE0rJyjliFNJIG142sHzh2rTonb5xbrQfNLd2SEl1FBMT7T8vJ1DXOU6oIVys+vEpKFm1CFu4/3PolkkXdv1tYXNyJSFhuoFVdjlL+0QX1z2RH2bop+K839yzuwAQOr3c/VX28gUhTEwpQZ9uvnhNpoGWm+qWYLIFFqT2u6zw/OnzfV3Up+kVtBhBd37YwkVPTTO0SFQlg0p6XC13lzb3utE93hWwpfJ/DPIDnETQVw1MkWm31UGh6euQfMStd3heco2XNGj1VQz0i9E9yBkdVPN9msvqqqnpbIL/cdsUAvWxwVyiCteK0H0SYsM8b1+XMqe7SOr/i2IlUSOeGakemc94QlPSPPHgwJAgzdN5ktNokd44p2eaJjUrMRGU00VlzUJPyScu1LypJp/nppDPEV3atYcOj3jLeJ2jyE/3DV2+2IHix+qBB3eNR3i0U1WmB3drX6/Jmwsvd4Mio8x3aaa8RuGkYHe+oYnQUDU7bsQ5mLb24h7WeaSry05++g5t3WIB0015UXYuPx1via0BfE2TmJVsmoA5gniViNTLDnEJTPE6V5L+9C0XaVcFpEp7a6rsGS9K/cGfRxzptP3wzgyxcI6NC4yxcQh/u7/vE/8w9f3i7zwjCMWndxRZ7jdyBT165H2Qscn58SGoT6pwzD6HVk2pNQ5qEqCXnMaA5IOv20QViipv8/c4FxHpNOJgGocI5faPievKioFp7SrRGNJ0oDfL6460ssQjzTVTDkyhTUGV/QDU9LsB5KaQ1xjrUQucVqrk8O/mX1+Q83Ldqxd/X3+oUtcvyCQDuU4agLO0qrpTFaNt9pt8NnFbNZUU95lfceDp7zP29a6EaWRRg6rThxNmu7UrNl/ou4+Rn64e2xbV7/vjp45m3pDxSi1IEM83GSxCMxOE5vl2XQfqTTUTL+p5nLshiFY8M3OSwriqpEp6TjEVSoEyGVHJY92HeKcvx4ulG25lGzEy2SRjc3RRXQvxG00dOD3QlcgHl6j5hCnNUPar1G7Sjk+oEszMqXddaXVVDOlyBRuhK0zb4cu4UUzR6ultTAJqHQtUiyHzr1BjrQ/+cK94k8+f4/Ig+MTZ734J85ftcUl24a9Zn0719szK2z11/Lf/NFJ6e85MTXnieJ8cJEE3R/0emS1Pg7GBZvRMikdZLU1Lmg4aXks1HEl8zpFOUO8TRVNg8mhQu7wVo0rbcLrcS2HeKRfCF/TqpWjDL+vC4sJlZKGv8c1+F4rkkNcSxDv7/XG+7iqExbEL4001Ay+L3CIQxDPimqNsCBzWi2EsnCR0UKDNufN7vTmxp5GkSkKLuvbvlF33Fz7YzuEC6jmn6sQNiyVEMRL1FST3cePgiDuHOv8BYZu524WdZQd4n4ZbjQ6g3OGlSJTehUiUxxyiLcqJZZd8PHYqu+8svOcSFyin6WSIU8uOxoLW1W/0GaPTF81BTdemEs4v+o10nVVyvTcUL1P0t7Ahxnxdt5fuidJBNKNMNFxiGfRJI2u17j3lTdo7IpMg3bXlU7JOn+tbUE8cIhrVHaxk1b3MaWxFqbYFHo8XPWgwr5D495n+t48TAp72TUXIxKY8PpnPUZ8543PUG7O3I6nnjvmGVxuv++EeOCRKasNNU1jWXQJGz33FNINGmSIa4zjdGCi3VRTs5JNpqG5TtVf0QljSdIRBG1kiJMgrnsQorr/1e1h5CqFcojP6x8ShtEnjdcxXdf3PzLlzR9ULdQMN/dOMgwBe5TjzgLO0moxl0XX7KST9/ml+mPq6e5I3WV95Mys+PwPjonRWq94ziVbhAsEYn4Km5754LAh+bXtkzwhLwJhFikiU1yDs5dPa2ayseioKojX2jnEFaIy+ACrnSBOh3/0oTquppoh3mKjmNRwZpUzRjND3NaBH21YyHCp4tBJWvTTopgcySql0GGGuD2HeJ/FA5EssrEJfh9siPhUyk8CsYkIRPcc3aMyDnH6fXQgn4Xrj16nuEg3Fn1SjUzpaX1dsaNa5Zpl8VnXjZ1GZVeQIa4bmZLCWtiksebeh+qCtMlcacI+zlXdaVcQJ2xHFNEY97If3+n9+YPfOKDUUJOz3uUjebJxUrIjlytebBD0P8lA/AoqLgwc4lqRKYYO8aR4z6r1JAobV6Zz3QdCtkY0UK2321vj0OG3qRlBtjpT98DFVYJ7LaNmuybM+GamAS2HeLwR665D495+otU8x71s4BDPDgjiIJfIlDDnLd3IlPrvil+EzfsCbG9XV+ou6w/dccATqsgd7sqElqZDPIyjSX6ufCBRhgxxbti4ewwOcRcX2NRn0tQhrnr/Bg7xhqaa7BBXEcSTN5UqUUWqZbu6hPnWjY9pJKY5ZPvXvTNXB7HOnBU2VF296F9cWvauCVURlh0np6OCuK0McQtzAV1DWWzeg/nLQswLbcqokMy0wSTdz+Q0T4qqCHuoZCCId3d64ntzpVwWGeK8top1iOtEpqTgKqP3ihzi9DqQYUEV00afPGabVCo2w3EcOo01WZDmeI+yOMTT4iVX7PAOMz7x3UNSzRj5kELWIW5agaCKztrEJVHfKEOcHeJagjgLo6prr/b7VFon6Jgcik7aGeLB/KOxZiIDA10rdppqyu1/w0rJclwHwZjQpul8GRzibPxpPlwOG2qubft9uvtVoE457izgLK1yb7OKTIn73aubGek7xHkz1M5lTYLzh7910Guy9rIn7hKukEVTTZnXljfNZYpMsZlTCexAi1g6ddc9cdc9xKvxhrahqSZniHcbHy7GPUZVcSWITEnRIb4qQ1xywacfmSLf30EGFvV0HOLRuByGN92qwkOYIT4f43bSm09lyrZlyaq822YPDHZ1m4pAJKhT3m/SnJpFhRzD903zvc05uVk4xNtliKs49NLIIj4xNe8dTFFcCmWuq2Kaa55G5j67j9mNrHI4wLmmxKnpbB3iVDlx58FxT/Q5f9OgKAKjg33iuZdu9cbzT33vUOLX8yGFbIa46YGLKhz5pLI2cUnUN4nsMhHEdRtbJ1cyZzdXuEQ0liQNgmaYms5uMjLQdcIHy8ZNNRer1VSz1lsgh7hBo+Eg+qRp39muoab3fZKGIWCPao2wIHNalfln4ZBKOnm30lRTYlP+2buOehuLqy7cFDThcYG+DJpqyghzHKtS9Kaa9PgPn54VW0bWlGbRUjZITKSxSOea121qE4iikc0gbzpVBLig7LjNYw/KhVUzxDm2KIVDqVCsbdFUMzFDXM8hzmKcrQO/MLql0yguZ3VsjtoiO8wWTCEyxYYgnlU2tsX3NxCBDB3iw5I54rr3qQ6tooOycIgHh1Ix1xU/HhWHXhrRC5wfrtsIm2IzaPzUFftMMo+TBPFjig7xQ6dnxcmICH5yKtvN+I9OTHsHNZdsG0k9cskmv/Sk3d7nf/jGgcTqEN3IlCwaUto8HIw1DjkemcL9FHQyxHXn4KTD6MA8VqD7wQZcOcf9dmxD4zWdf+rOwXx/PDJZr6JZo2tGkFx7B+vgkkTncOVsITLE5xY9nUJnXRtEnzRdx/sOjnuxOxdvG479PjTVzJ5qjbDAvaaaKU7yvGFutdCwUaoqI7rQIpm4/sr6otkVwtcnncgUWmx0S2TjlqWp5qHTM17ZPfLD3WXEFxN1Ftk8jqg2tQliM6IOcY2czmBT2U4Q13QTpXkPJmWIJ+XUBg5xxY1AUmRWFhUCcQ1VGXbGKzvEYxbKxpEpCXOlLFlmY4cVTm45xOs/L0EQz9D110qUZhckj0/p/O7WsUWuRKbs55gzg3mb1lK6ueZpHI4EkSmKDnGOS2GTQtaRKfsKFpfCXLJ9RFy+c624//iU+MYDJy1HpmQrHOk0/E6CReIsm2rq3E8mucatmoebGreyqKZ2kWAu1XDry0AmBTqM1akKiq7d6QCRfoTumkd27V22yBS67mme0cnrzxoat3Tc4Q2VsJF9DlUJ0dx8/qahlj+3lZAO0qMcdxYoYFNNv6wtA4d4qw1zGOvRmdqmnPIQaZFP5Z8/fs564RJpR6bQQYPMYiNsqrlcjvxwTacZSJ/AlawjiC8se7FHqs61OIe4UYZ4GwGQ7yHVcVW2sY8OrZxTnCE+Lu0Q14xMsZYhrv44ajIOccXS9Lhr2LScNmlTLktQ+dVTLEGcRSDTmIDA1ZbgMMxS5Gh1MEQbUfr9aT6Gdu7HMDJFwSGegjho6hAnaFM7s7CU6A7OKkNct6kmC9JPfNRoLpEpLMi3KiN3mZf7hpcPfH2/XGSKpEM83ENlIxzpNPyWzxDPLjJFJ0N8qE8/pkPXwZt0GJ1Fvy0XCaqtUhIEad+r01CTia7d+w2E9Z6KNtUM5k3HHeI0p9MBmU5+eGP0ycLqxtFt5rlQSIcgnhXVGmFB5rTKvQ1dMekN7kkLDRsu9SQX4m3+4pjc4boTZhEEhdjGapKvKx9IFL2p5n4LG2uQLiZlaCQ6mriOoqIoC2YjCgKcTFPN4JBPM0PclngchcukW2WIJx1OhGKvXrMqW+MbHxxqOcRj3rMwpqNHS3SNOk6CPEzdxk5ddt7/NOIfkptqLjvjEGfXWNImPov1T1IvFXrOacalRH933PqIBT6Va5bdVLMWm/M9eGLa+CCbBD/SwnXunzQOR3QzxLmh5U89ZmMukSksyLcTClzl2ZdsFmODveKLPzzmVQu24tjEnHffyd57mTvEz6bgEA9y0DNoqrmgfz8FDnGdDPGFJe93Uq8am3MvMsTtXzPUqJReV5XqpGaih+e6667oHEmVdWlENroMicwkNuscJGcFrZvo4Q1orpXi9jlJ+eGN0YjIEM+Kao2wIHNa5d5m4ZDik3peIDXDE5CRQ7xN404qN/1/dx71JvbnX75NuEaYwZpGhviK9OsanJAvlcUhjsgUVwlzq9UXGTSO6Lgz4hor6jjEZZpq6h7y9aZ4KNWqlDg8nJCMTFF87ZMis7JwntViGqqaZojT60DXQoNDXLNcu/nw2LRCINtsbJuRKXqHE83w9ydt4k0av9lw/9N9TvdFZoJ4zPpIp1FVGuKgjXnbpPFhGoLX+oFerxz94fE5JZHorsPj3nr1Cbvr1Ywnp7OLTKHr8wdHJ8RorVdsX+dOrx2V++y6H9vpxeZ96I6HYr+GYoroY9Nwn5MNKRsbfqfgEM8iQ9ygPxU9TvIt6TTVpHtfRxhNdIhrHMSXgSHJfhw6cKWCkSAeWSuYuLY5nioxQ3yxXJEpBInMJDanUaVuC45P0nWIB9EnMQ7xdtFg9PsochYZ4tlRnjsLOEmr3NssTr3DfO+EbDZ/QrLtsv7otw96z/NFj9+Rak6neUPQtCJTOhTjGtw9JZYBDvHiZIirRqaQg2FO1yEeE5sRRDSoCOJ+0552kSmBQ1fxcdpsqtjMbIvsw3WS74V+ZErr/GId5jQ2JHFxOauzWtWFh3UDPV4GOWV222mqaee1yiIKLZXIlMAhbjZP8/fLNtXMsvlo9L1lB2Ta6xJ2s8Uddutk7spUyaiO6zRv032zYUhepLQZCTGv0G9FFnKpbhxa4wnasoec9x6b8taCtEkfG6qPzdEGm2nzw6OTnpGCXHOuVVPKct0Td3mxah/51kOx45JqXEpajWTboXtQ2w6OpsgkQ9xAQKbrbrC3W1kQp3GExjMtQTwwbrWP9qyaQ5wd2EnxYzoEFXUGgnh0rWDyc2QjU+ZK1lQzKjLrZPZnxYxvZDLOEPed3rRmv/PguDdWUJRuu7GIvpf2Ry476MtEtUZYkDmtcm+zaKqZlCG7YGGh0WpTTm6bf/xmvZnmL165Szh9WGG5qebS8or3Ifu69nbLnZC7DjvN0FTTfYe4ai4bbdRJe9RyHcXEZtCmkwQQFXE13Bi3vk90xzTZRbkOrRo+0v/T65n0XswZZojbqoDhx6HkEI9pqGqaIc4HO7RG5p/B14R+hridBsu5CL0WDnSD+BpDVyR/f5JDPMvXKc5Jz4IPZ+amRRAHEPMezRo01Wx3KKjC6ZkF772iOdtEhGXBTycSgq4Fep1si8AkutIYcXxyTjG/e0Ssr/VmHpmy96HThWyo2fya/8xFm73r6jP7jhg31Ezjmk9C57A+CWpemFY1astKLs25cHBNt3dgqCJCkWhN60MdYTQwI7TY/2SxV3aRoNoqhQzxoH+FgbM7en+Y/Jxe6aaa5cwQj4rOTjvE/X2cKkH0ib/P+dGJKa9R7CXbRhL7UZG7nO5/lx30ZaJaIyzInEAwXtVUM4PIlIR8b9283cbfER+Z8oUfHBNHx8+Knzh/g3jUmJuO4bQc4qpNonq7fBdZgZtq0gHIwVMzYuNQn5PVAKA5z20+9YaKTC0mNoMEOBLPVESQYCxdTCEyJcXYIn7t4jYNMg4I3VLRcPy36xDvs+UQ14jNWd1Yc75BLNEtpw0y5A3ngrBcPf1Nm8z9IMvErGWHeMImfi5D119Qkh95b1kQ193kKf/umPcojEyRfwy0pqDKM1tOU67qMm2E3e8/T53HRfdMGmLXZl90ZVdyEkGu6fa13v1L13KWTTX3HRqv//4dI6LIXO8bYP7hG/tXzWuBQ1xBEE+jkWw7dOLcXHoOpn0sKEaKxG2VA4izBgfSSXNvlv0mXIIOCug9TMMhztWaJpEp0bWCSYwJ75MTI1NaVFoWGV5/OO0QD64VvbVhEH3irwn3HpSf55Ajni3lubNAoTLEs+ic3aqZVPNCw0wQj39+tBgmfulJ9c7zLhJulO0uUoMSP+mmmsV3iB85c1YsLq8Yb6yBm001TcYrHgN5M8gn/qriW5Ah3q6ppuZBY+BSSdEhHueeog7sVE3SrkQ5cMYobgjDRqG2HOL+hkQnQzxmwR8KD93G1/GccWSKnQORLN1sYf+OAmaIZ5gLG3cwNOU/vkGLopdqFJNOZIr39T1d1uIjDnDM2ZhZVZdJzrPnEE/hOmAXMruSZRtqckNLyvKmcTkLV2+zIF9kfuxR68VjNg+J7x+eEP/jPyeGm5zqRaZkIxqRAEmHTjaFtywF8UBA1nz8bGjhMVIG3cbfMpXMWcaQuQSZRWhtlEaGeNhzRf8APFpNZuLalo0rLLVD3GFBnHs/6ZoHOPqEKmHpgFSmoebqnlfIEc+Cao2wIHNa5d5mUTIc10zKemRKTDnyPQ9Pim/+6JTYuX7Ac4i7Ck3EZFC1veFZUHxvZU/IXebBID8ccSkuM9KvlyEedHjXcOlQnis5UdgFoSuEtjp8MzmMUi3b1KFdvvWIxAGF7kaAslxpY2+rAoY3vUoOcXbAxJSEsitZR4Rt7lyvKy4yXF5u7BDPNDLFXoVT0EjO2CEu1wgsy1zYuOggPoBKv6lm6yoN2gRTbLbqWEWbaPpeG7ma+0/M2HGIa8Za0HPwHOIpXAebR/qkHeL0et57bFJsGVkjNvpC+uhgX2Y54iQW/OjEtLd+WufHtRQVEkBe7hthbvt63RhjFpmSbVNNWp/QOGYzwmcgQ1E/NC/ozYW8LlPJEQ8O/U0yxFtVMmc4p7oGic51A4ndaz+oTuqxlCFu1FRT0iFucOjivEPc4cgUU4d4EH2ytOytD2Qaagbfp2ngAnqU584CThI2QVpuUQaWZmRK+5N3G262uA7h7A6n0kkSw1yFFrz0+nMkgS1Uo2hCJ2dxBXF2mu12NB4HhM0IdTLEdeIyVok4/qIvbFrVY110cTJDvI2gHWS6tzmgMCkVpc2mrQoYHVdvrZ1DfE7fIR4c7Mw0RqbobsyCrGdDN30WUWhpNNWctJYh3q2UId6XgZM+zoEYCuIpR6a0qdIgUYLGRVXhjQ4XKdLAxnrhgKWD7FDwU7sWqaqMdP28HeJ3HRr3XtPoJp0c4sSpDHLE7zxcDnc487w9W73DtX+766g4Phm+/nw4QQcPyu7qDJz6XL1ms6Fm1qJ+kCGueU/VejUEcYP5l9eUrdZeVW2qGV0bJc2n2hnivZYyxDNoqhmsg0sUnVMoh7jBe8zRJ8cm5sQPj054c+v2df3J3+ev87khJ0iX6o2wIFOCMv+mDVEWZWBxzaRsO8SbXdYk7Hzqe4e95/2ix+8QrkOign2HeN25Re5MFTGmyA5xdprBIe42uplsoRjape2EoI0NLXp5ca8bmdJOdNEVJGXLNnWgiBcaI+M2qDIRNialoiSi28sQV38cYUZiG4e4hggbdq5faNu41ORgV4csDrqT+nfowJnfQ7Yc4gkVKHk01YyK0tQ0jhjsyyYyJe66omtWR0iweRCy32+EbdrnhbNoVQU/1X4rWhniEoJ42FAzIogP1ufKE9NyTTlN2NcU11IGoeclT9jhNeP+yLcOro5M0Wiq2S4qzeX8cJMKCh14raY7tlJTTV1BfI1OU82upMiU7OZU1wgjyOw6ZHUaOqflEA+rM1fkqlRLFJnCInMhHOIG1XRs/PnGAye9OYHmWRkjgG7EJ9CjeiMsyJT+Fou5LBqFJG3yaWAy3YwELmt/svrEdw95i6OrL98WlLu4DJ0202O3UX682tHQpXZCvlQChzgyxJ2GnU+qCwyduIw4JwQtxDlOQdUhLiME6fZFSDsyhcaZuAWgzAGFblPNwCG+uGxlfGPhVWVjGjhg5ixniDdlC4aZmIYZ4oaCeJYO8T6LTTXpkIoaH5lsbKPjS7JDXD+CycbBAT++1Jtq+s+v+boiIZjc0TqChK743Grepmt/05C8QBkHZ9GqRkKkmbnPOdXU3D2JfX6jr6ggPVrzI1MycIiHjcbKIYgTv/Dju7yD4A/dcSA4+CCHOEV5cRxN1te7dHSUX+liXRDPwiEeNHbWb6qpnCFuEpkiW8lcQUE8dYe4wXxvK0OcjWNVbKrJIrPTDvF5c4c4a0Ffufe4UiVUczQiSJfy3FnASbi8Z1WGeAZlYIEzqoWDjBcgsk7m9i7rZbG8vCI+GIlLKQI0uVKpLB8O2CDc5Mm9rrRBoA92lheR/b4gvhMOcafp7ur0FtnKkSmG5YqBE2J+UduFJeOy0nXoplmlQWNjK6GWsvVkHeI64mFSwyq9Umz1pppxDnHa5NHj03lezc6RdrE0apEphg7xDMu74/p36EKHVDQumObm1rwIkOQM8bncHeJLVhzxunFoJoKErQZ9NAecnlnwqrpMo+36fZFC9TGlKXapRKZQQ026bi/ZPhL83XqOTEnZIU6HlfT76UDqoq3DoizsGq2Jn7xgo1cm//m7j4nFpWVxYmpObBzq89a7yk25M3BXB2sTy5UjHCmUSWSKYTVfIIhnFZkS7FOX2s8VGcRruQabRmw31mQBtt+WQ9zg5/D7mmRG0KlQdB3eF0257BCfM88QX+cbf752/0nv856dsoI4RyNCEM+C6o2wIFNaiThpOmOaT95bOchY/DEtRfNc1otL4iv3PeKV4FKX+cduKcbCfo1Fl51JFA0dShQ1MmVpeUUcPDXr5YLpNMgD2UJi4uTcotL1NmfqEI84IcKoDMWmmkFzvGXrgmRPSpEpJHbQ2N9qo9gc/REHbxR1NgJBs0grgri6QycU7xZXvS51EbbHsDlsY4Y4XyOqkBBM14xxhjgfXmSweQ96hFhoBEr3lI2YABJWSVCRzRDPxkkflyFev99qfVkJ4kvWStYHLLlND5zi/PBabhnJaR6M0HhJ4yu5kttVyDwyOScOn5kV520cbGiyypEpaTvEj4yf9YTix2wZKpXYEzXG/MPX94tHpuY884lKQ81Gd3X6LkrdtYlTkSmGcZw8JnKslAzhgbT670yqzssyhqwqDnE+RDcROekgg98Tk1xvfv+T9iOmsXguUogMcXaIG1TTcUUnH7JdFjl4lvk+ZIhnQ/VGWJBTU80WgniqDvH2G2Zb+Y20CKL9xt/e/iPv/3/J7zBfBIKyc4sLVZ3Xlb42jfziLDg6PustZpEfXgy4UUlSzq9pXEarrDx2u6gKcORup4Ojtk01NQ8aZV0qtkXktU3NIe031eQ5wHx803Gq0/xGr21zRiK9LlSVoys8BAcJQWTKsvd76BrRhV6rIjnEgzg2w/c2bKhpRwSiQ1Ha+NBBaeLrlElTzdWvEzuyogJoGpATlsas5jWYiUPP1ib6wRMcczaQ27W4kPJ1QFnVdE+3O3C8k/PDm8q4x/xYjxMpC+KcH16WhppRnnbeBi+f/lv7T4n/uucR5fzwrBtSppUhTnMLmeKzEL5MBWTOECfThCy8RtFziLffp1Y5MoVjSVTW6jLMWMgQj94n/b367w3vkxMjU9ghXqLrIOixU4QMcYPDE16v83qDnd+y3weHeDaU584CbjfVbNooZFEyzGJ8K9ebbt5uq99D5TC02H3mhZtEUeDJ1dRlZ/q60qKwqBniB/zGXMgPLwY6uWym5Yq8mKLIlCCnUyOuwItnarMx5ntIN0PcVgNKhg9CWwlfUk01DV57u5Ep/kZbUZgf6OtaJQSETRx7rFzDdE2YZkty3roJWfQGSYpjUyVocmspJoBdbe0yaPN3iC9mIoh7v7+73lA4PjKlOze3Kc/bdhziepEQaR8gcY54u8aaFFcSl9+dVWRKIIiXKD88WjHyiz9ed4n/xRfva3hPVA6V6PrIIn87PKy3Oy5QBRKtgTKJTNGcp5nBQKTLqKlmTKRVlPml7PpNVC5D3FAQ50N0G001k9ZeoTGkPNdBIRzic+YO8ZGIAK4yz4WGIQjiWQBBHKQKuYNoQdcqMiXNMrC+hIgBnWiP2N8TmaBe9sSdxgJ7lsg06lNFZ5NHr1lRI1M4P9zGxhqkj0xudctNlnYZri+YzC0ZubBo4S2TIa46pvHzsn0PhlEeCRnibQ4naGyqO007rR+KZpEjX/OFAOoxwZgcisQ5671YGsPNnXcoadiANEuh19bcNWHbId6fnHtqOp6YOhBZ7GE3ZJp4UTxNazAeF3Qceiw+mAqEPG/bOMjWzTVPOzqQ3cgUm5IkiEcbajZEpkyn6xBv9fvLwgsev927zvlQQjUyhaDvzyJuhIXHNKL/6B6xuc9IHlt1M8R7sm2qmSCI8thZRYf4UEoZ4oFRw1Bc5sdnIlLL9u/he6dMgnjgEM/goEwXXisZOcQjDVhVKqG4GefpNhW0wB7VG2FBppAzgCadZlF6Lsummi3EkLCppmmGeGcwsV37YztFkWBXYbtcYlV0Nnl0HZBeRI2HCusQH0NkShEIc6vn1bORuy04xA1yOmlTubi80nLxrFt5w2Og7SqNoNlUgkO8XZNTGpt0y0STDkVVYKe6skM8xtEaiLCawgON2/QeUxQCXQt0TZhu7my46bMVxO28t4FD3JIIxIccMoJ4pgcHkXUQiz01g02eWhTPUsNBi40McVO3aegQN5+3eXyfXVh06n5JaqxJ7wk5tOn3X7B5qOHf1g+knyFOsUJ3HR73KhUevWFQlBE69H3+5duC/988Uo+iUW1KSfOHyWGlDHxQm0azXZqfKCYsbeNL2PzazLyg0ujPpKlmkCHeYt7NMl7LNYbTcogbHMjGPT4TM0Kw9pZwiLPBsHQOcYVqjKyhPRtRsxSZouIQH+rr9qKm2kWeAXukvxoGlYc2ZM2bw8Ah3tWVftOtFhONrfxG3nD+7KVbxIYh9cVu+Zpq1hftNHmr56itCBcqA09OzYm/uf1HUi602+874X1GZEox0ClD02moGJchTiJOkFms6RDnDVjcQZ5u1QstsunDdoZ4kqsl6KLe5nCCfoZutENfCg5x1Y02N1SlhTU37AqceJquZDpoJtfJqen5QBg0dQ5Fm3vp/qxA6M2kqaaducvkfoyDf86kK5EpMQ5xjkxJQ/iK+/3eYffySrAmMClZD9zYxpEp097j2bq23+jneI+px8whnlZVYRCZMh4fe0JN4EkEfdzOtaseA/UjoI38yek5T4ilMcc29x+f8l6zK88ZLZXQ08zLn7RbfOiOh7Qd4hTFQVo4iWKmlUDt4CgvrnKxSfQga6Q/vXHPtOqCo7O48bCNg3+Tg+gqZ4gHDnHLgiA3qDWOTOEMcQuRKbxvbmfKMWne6SK1iFFIh7uPjItvPHBSvPIpj0plfmrImzdqqlnf53R3doiLtg4rRW7RgSoiU7IBgjhIHRKRTkwte24QXvTOG3YCV3KIt9g48QRk+hh2rO/3nleRmmkyPMGm0VRTNTKFF39pLvhl+fh3D4n3fqXeJFX2Gn/UBgjiRUCnUYlpGW4gis5Rhri+ABeNiYj7fpPNIH1PWoJ4qw0DHRTQIrHVe0ExI/Tajw125d4jQTdHPjgMIcfZkJ0Mcb6Oj0/OeYd3Oo+r5eEBvVbqmk2Dm003v9VmMzJZuGLDljjMP6fdJj54nTIRxFcfCrEgzgc0Wfx+Glt4nmcntZZDPIhMWTQ6BKFmkedsqFkRYoMqENcyxDkypYVDnPO79+xYF/vvo7Ve8cAj054okMa1svfg6dLmh0c5f9OQeNr5G8Q3Hjih5YQPxeTFVNfHYbWM/fc6+hw4Ki0NaL1AaxkSk0zWh8cm5LPz+b7XmYPp4InGoKReV1nMFa7BhgGuXLBFGNlldp1vX9+v1RcgCh8SyzTVHPGF1bLAIrNutdeffP5e8aX/PS6eet6GVRVOtiNTagbXChklaUy9eOuI8hhBpiFqAE57qTLF5bgIBHGQaWNNXlRnUTIc10yqeaFBaybTDdHvPfux4hVPflQhSz7TjExRcT1F3YkucPj0rPf5tT99nrhs+0ji11PZdRq5iyDNDPF5ZWFXd1PCjZrqDnH9TWdwv84nlNdqPE76HtuC+Kz/OFsJ4p7TeaDHyxCPcyGaNsji77NRAXNW1yEe44IJs1pNcgl7G8Que5Ep+q9V2pnIUehaocdsL0PckkO8X8Yhnl2jtKBSrilDnF67LPqdRJuG1fqam2p2GTTiWnKmEbZuo8+0xa6kyJSwoWb8Gmd0sM8TxCk2JR1BfNz7vKfF7y8Tf/2yx3nvg1aGeE94zY+K9DCN8moHXz8qzSp1IAOUyf20fV2/t0b8wdEJT6SUGSNNm65z/47Yn51BvKirDKeUIR64fg0Pl173jPPFz1+2VVy0dSTVyBQyE5KBz7RxumvUes3GBN6nU6VkWtC1QtsSk9ee1geffe1TtSpdeb9KBgsI4ukCQRykTnSzwIsiGvzJGZhmmSS7n9tFpthYZNBzKqIY7lJTzV7JU/KsOOo3oXrmYzeJSyQEcVAcwpgOncgUCxniQVPNbqPIlDiMHOLdncaN6nRKiWnBR27NuHLwIHJFUzgMq4TsOcRVRcygoWrktQ2vAX3hgRvuHD3jC+IWmmqaZohnmY3N96O5IJ6SQ9yRDPE4h/jk3KKXT5kFcQctQVMzDdcVxUd4P8PgfbeZH26Sa566QzyITGnhED/UvqElOcQJik3Zaem1avj9gSBfboc4QWLIoOY+QffAJe/4qLhxUSWbWwcaW3Uj1vigla7H/773EXHPw5Pi4m0jqTdp9BoPo6mmVvyYDuH802W8/jARw6Nr9XZmsDI21CRIZCaxWfdw++j4bCoHJlFIrK/1dhtHsuxYP2BW0Ty7IDZqHKYCeao3woLM4UE8KrbQ4J/2BE+lSDSGtYpMoceQhUPKZbhMPpXIFIXXVraxSFawo2qTRgMkUMLIFEOHeCCKztUd4iSgUKms7Y2xboZ4EJmytGy1cRc/znYObz6giOukzs5uXXdGUh8JFcLYHE2HeMQFw8KDiQjLnettO8RNxuCs807p/T1r+N7mmiGewfqjuVKOfjd9DGaQHx79/dHryqipZsx6UpX9J6e9z48as+MQ5wM75ciUlK+DdQM93r0Y5xCn3333kQlvPtzZYrM+OpheY016re45Nik2DvUF0S7AbiSPKiYNv5Oo+fMgN/RNA1q70BrGtOJij2+C4QqKNJtqho2H21f9VTEyheco2xniJhVKtqFoHzIHLkgJ4uW6BkhkrvV2aznEaSxkM4PtA5PoeELXimklgQm8zkeOePqU6+4CTsKTTtQhRIvxtDfNQUl1m8iUKnbujo1gWHQjMsUVhziJTLRIGeMab1AaggWGwiI7iMvQXJBGRVFavOmKb3GHi1F4U6Vz0JdGbNFZiY1HuwUfv+76pcj2mmrSY9HJJo02VF0lPBhmiEddMsYZ4gkVVWou+uwc4vVyYv3HHL4X3Zk1Asvy4KC5Uo43nyYuStPrihtiagnimm7s5oaaxC5LkSk0JtBaivKRVeDrNi1jBq2BNw33iZPT86vGwP99eMK7Di/bvral+23UX/+kUZJODdHo3iU3bloN0cpC0Eg2ZUF80m8kmcbYwOIm9y9IA4qVoPN8NvrowhULXMGQxKy/Tunv1Yx2667PY4sx81jQb6srf/E2a6iCnK5FPrS2Bd1HZJhzxRCXFFfI+/OyNdXk+ZzeD1UjTrQvhu0DE4b2QtQMPIteK4kVzQoRn0APN0YDUGqCMv9I7i03Psliw9y6qWb6orzrBJtlV5pqOiCI0+M/MTXnOZd0G/MAd+GoiXGFBYZpRmTNF8QfmZrzNj66zuBoPwbbmbRB6abFwzEZ51QYYTNvvVSUXwcbPRLoGtB5XaMNVa06xP3XjeMQdDfjq7KeDeaC8PrrKkxT6EnrGeLdyQ7xDHNhuVKOX6MsG2pGx5VobJFJxEBQJWPkEOcMcXsxIHToqRyZksHBCLuvjzc1CZSJK2GH+Ilp+QaDsrD7tlVcC4iLSks3f5sOB71G1ynszVhkT1MQt3Uge+n2tQ2RQrIH/6brlLj9TzCnlswdLAutkSjiixqs24LmQhfc4dH9Lx3mJDanz9GpnBa0DiHRWXXvH40BS8shThW9RJ4O8aDnVUqiPwip5ggLcnEhszhCghB9ZDHBtypFo5N4ml9dOSEuVYa4SVNNByJTHpmc81wmmww6hwN30Vlg6MZlNHdT50VcaoK4YVNNot3CXBWZhTw7ncdjHeKmkSn2HOJ0DejMWdGGqgyXepqIsHwdc78DU/dQu025LFkKvbaaQptk+rd1iLdxtaXdTDGuUo7HMBakMssQDyJbwuufndQ6G/ywqab+Jnj/iWmvAmzb2n5hCxqb6TVWEW6yyJJv1VhTpqElO8TTiEzZd4h/PwTxLKoikiCHJh0OmvS1kBHE02yqaet+2jDU540N9x2fknInm0amhIfRy62fU0X3qlRFR/uxaFNy8xgMii10p4Ue7ZVlMsSzMhrkMrYp9haIzmdpZYjzNVfL8Vpptz8CdqnmCAsypTn3NtP8zO4u7/SxuRSNRR9yT1UZG4JCM/Mary1fCzbFOF24FAu5luWExgRahClliBs6X2v+gooFcV0hVDpDXGNs5fs1DYd4O+dUuwibIDJFu6lm642mCiRy0eui8/5HG6radYj3NDnELTXVNHitspzbbfXAYHeRvQzxZId4Hs1H53JyiMdl07Owl0dkCokhxyfnxPZ1/VadsEHOs8K1mMUBEq9joiXmUfcrRaYkOcTTiEzZe/C09xlNy5Ph5rNpCuLT80ueSSiN/PDoeJOmQ9zmQSMd1JAQe9fh+sFNO2xVssWZt7Luy+EavEay5QL2Di1X8nX9xr3/9D63ig0JowPLdw3UYtbHMkTnM9uROqvWKb6pJQ/CppqITEmb8t1dwDmac2/DCT79QaZVU7VwI+LOpFgWhziLciqLUhbjXMgQP+YLTOysAuWDRFhyFVCligymTmVeUFHpJ6HrwgrG0oTIFBOHePaRKW0yxLkEWnejGfRIMBvfgsZWGu8/N1SNOuPC5mUGGeL9fsM7X6wyzhDvsZEhnr3QW/+9+u8vu4sGc3CIZ3ZwEOmlwoJUVk01A/djTFPN/p7uzNcsB/y4FFv54SZC/cJiff7pTdGYsdmvdIuWmNO1+cAjU2LH+n4xOti6T8pozY9MmbIbmXJyak4cPDUrHr2hZu0gqsxk0VQzPKTtSVXYTDcyxV5kF1cu7PMrKUwP/nV7nWRddeUavEay5QIO5h6HBHHe/5J5Lw4+zDZd47kI741UD/uyiEzhNXstT4e4v85HU830qeYICzKlucx/bmkpswm+VaOwcEMKh7gNwahMkSmBQxyRKaVlZKDXc//IOgtMN1oDTQtZ3QZ+SU01de49hg8H5/3x2QYy2Zr0XrRyQMyZRqYEPRLMxhX+fiOHeKQklK47ynUeNFho80ECY5qJGWQ9G8wFWbvZ1ljIiKfNFL12tuLTZBxt3EMlq2aC0aZtU2fzaqq5tEpAysMhzg01beaH62ab81ibqkM8RhD//qFxb/5r5w4nWCy3HZlypx+X0i6/HJhVH6jCh7S2oqOaqflzHY8/acBjjI37SaWxJu1t6XdSE0gd2u1/6O9omqCIpypi2yHODZ1dyxBvt//l/XmpHeKKB2VZRKaYVLLZ7nmFDPH0cfLuuvXWW8UVV1wh+vr6xNVXXx38/UMPPSQGBwcbPrq7u8XP//zPt/xZT3/6072fE/2eI0eOZPRMQKwgzuJCJpEpvGFeMm78WEbCpmT2hGh+bVUEBpeaaiIypfwEMR2Sp+6mzZqoND/6vbouLNmmmjpRUGFTzZVsHeL97TLEuVTUzCFu4no23ZDUYjKPaXNHgqRJ095VgrilyBSTQ8kss7FtuIXrubmLVmMC6DHRuqLdYdv8Yl1AyYpopRxvPLMTxFffgyYbTR5LdAXx/Sk5xIPHpdD4MDRmdGUamfI/kg0taWymIcp2ZAoaamZ7zSs1F04rQzwDh7jN+efibcPetS/TWJMOwUwE1qTIFPr3rA5PXYOvxwlLguCsQf+KtAj797QQxA2jA11G94C7MTIlZYd4Rmsl1f0RsIuTauDWrVvFG97wBnHjjTc2/P3OnTvF1NRU8HHq1Cmxdu1ace2117b9eX/4h3/Y8H3080GOGeIG5ef6JdXNGeL6TsoywWXyNp0nOiV+oRiXvyCOyJTys66mdupuKsw2L6p0Bbj+3sYGxXH3Xq/m5slGU8VmZv3XjR+3cmQKO8S1M8TtREKFDvFO7ZJQymglyKlL0TmmwsNa31nPmDqebBweFK2pJm3C6P2wHRNAFSDsuGzZoDVDQTx6H2SfIb56DWZStk6HSPS+665ZAof4mF2HeNjsU8EhnlNTTXa9Jjm06bVeX+sVJ6ep0bi9g1KZ/HIQV32QnpjMolJaDnE+gMsmMqXTyv18/qYhr2l1c0PaKHRf0FhkJIi3if7iaqKqYtshPjtfv0ZcyhBPMoSZZtS7DK9DlB3i0Qiw2fI6xHmdjwzx9HFylL3mmms8Z/jY2Fjbr/v0pz8tlpeXva8HxRFds22qGV8GbhItUCYC59iCG5EpLmSIIzKl/IwEuWzzmZXiRhdVpg5xXtTHuok0x7Q0mmrKLOSDjLyYBZ9pdnurHhKqhBUC6gvjGgtl/oKfBQFT4aHW29VQRm1aTtsux1SWrLOxTR3iYUNNuyIQHXbQ5jbucZGAwgdXWRF1IAbXX19+GeLsotYVkUisilZcqLD/REoOcX9855iotBqQ6wriUUcdCdIU73DR1uHE7x+t9XnNzicsCVJ0/ZMgT2PEY7ck/35gHhMkA8cOmPS1kBLE04xMMYg2a58j3tolTmM5RT+bOI7bNbSmObXKva5kenKowPMGH2C6QJIhrMxNNXXGNmpyT42xNwz1efdOag7x+fwd4rw2RYZ4+hT67nr/+98vXvayl4k1a9oLV29729vE+vXrxeWXXy5uu+22tl/7lre8xXPX8QcwJyjzX9VUMwNBvIWDrOqNSlYLCss5N9V0RxA/NlFvIIXIlPLCruRxSWcBbVRItNDNiCRqkQW4aYZ4q8x/Gtd6NMe0NHL8WRBsJ3yNtG2qaRiZYkHkNd2Q8IKfHeLsZjF1iNP6JBqbYuoeCoRLg7mAXucss7GT7ockeJNt2yHOhx1xm3hqnEVm22wjU0KXNgtS2TnEVx+6k0OcrhOKktKBxhO6J2ljrOMQp2F8+7p+kffGPou1MP1sao5J6xoSoylLnP5M7lcZUWh0sH5gaSs2hZppnp5ZEBduHa78+lsWbj6bZlPNibQd4v7PZZHJ9QzxhhzxNrEpZ+fNXenB3Nu0/+HD0yyriVyDqymtZ4g75BAPDWEr1XWIK4wLJ6bnvHUU7dFp7UbrLJsVTMzMXP4OcVoj0ZiMyJT0Kewoe+DAAfHFL35R3HDDDW2/7h3veId44IEHxLFjx8Q73/lOcdNNN4lPfepTbQVxurH4A5gTuBo5QzxDQTxsqtacIV5/b6tcimbDYRcHv7ZFbKrJG0YSLF1aMIF8M8Tp/jDN7+PoDBMxNLhf2zTV1B3T0qjSkIlGIKcqCVRxhxOmDvGwh0SODnF/wc/OpMCVbCG3eiTi5jOOTLEQmZN1FIhpU83JlFyR/PPiNvFZu+ibe6nwxpMFqtR/d0yVBonGJvNr4MZWPAih539k/KzYurbfmou0+TGx4CJDEB+Y8j1DLnG67kiIDvO7R6S+lyJTiJNTdaOAKf9z8LT/+xGX4lZTzZQzxDNwiNvuYcGRPnzPxMFjUBoO8azGh0I4xK1liLvYVLOjfYY4rz8deszWD5IjTeeTODY+F8xrtI4mzcG0CtRVhzhBxheKWXTBMFhmCjvK/v3f/73n+L7sssvaft2VV14pRkZGRE9Pj3jWs54lXvWqV4mPfvSjmT1OsDr3NsvGW61yUU2az5WJQFAwdFCavrZhhlq+h1DkkqHrFHEp5aZdbnVLoc+wXLHWayFDvE3m/6Jfuqt70MiN3WwuLGWaalJOLQm78RniZg7x0BlrmCFuMGc1L/htupKjOeLmTTXN3/96eXeGQq/hgS7nfNt2RQYO8ZhNfLD+ybD8OboOYpF+MHJAl+rv9q8rft6cuWviutKNkDh4qh6X8qgxu3Ep3mMKXLwqTTWXUm+qSfB6hg77VfO7xwb7vM8npuw4xPcdHK//fklBHmQTmZJ2hjjNnRTxlUmGuKWx9fxNg97a5c6D4y2rUWwIrK0q2bKspnYVrqa0FdnkQi60qiEsbKpZvutAxyEexpr2WT8wibtWajnH63CsZFpZ6aBOIe8uyg0nQTzJHR5HZ2chn3KpYjnml+yWtek0VeOTtiovNNKKTNFrqtn+hDwruHkOGmpWJENcolEJCTh156uhQ9xGhngbp1hQ9aI5pvV0d6TQVFOu1JOEXfra5nGa/1/3tY9mJ5tgUrJKj4GidnjBbzO3misdbDrEdftJ5JGNbVrhFOTmWm+q2dohPpeDQzxaKceC1GBfOk7QpAxx+kzFl0YO8aCXgtr7vv8k54fbbagZNX7oRKbw2JtFY829D/kO8Z1rlRzitiJT0FBTf5ybLXCGOMVokfiVriButl6Iiyu4ZNuI58780Yl6M16dQ3/p6qymdUqW1dRVyRDnA8v+AjXVnCtzZIpGM+pAECeHuOUDkyjc6DNa3ZurgQuCeKo4OcouLi6Ks2fPep9J/KY/z8+Hi7EvfOEL4sSJE+KlL31p259z5swZ8dnPflbMzMyIpaUl8Z//+Z/iPe95j3jBC16QwbMArVyNYclw+oNMK0EETTXTi0zRKQl3JTKFHFQE8sMrkiEu4RA3cQdHiZbd6Qpw7YQg0zGNm3FazRD3H2fSa8fRH80OCN7g6kem2DnwM7kGSAigw5DAIT5rzyHO+es2M8R1D0TyycY2O/BIKze3XYZ4Hq6/oJfK4nKwyatl5hBvbGxuw6Gn65jd74tauy031CT6NTb2WUX38XrmyPisuOvwuPf6nbdxSOp7OUPcRmQKGR6+f3jcEzHSeA/KSnC9+81o0yCtBsPNsSl0fyxpZP/LkIaAzJUMrRprBof+BuNZXOPhvOK1XGPEcoY4v18DDonLyU01yyuIs9jM6xIZjvn7dC8yxfKBiZMOcb8SFI0108XJUZaaYPb394tbbrlFfOYzn/H+fNVVVzU003zhC1/oRaE08+xnP1u8/e1v9/68sLAgbr75ZrF582axbt068brXvU786Z/+qXjRi16U6fOpOkHeoz+4ZHnqzSXVqxYa/qa/6oI4ORcp2iSNppoqr60rTTX55HkLIlNKjcqJe1iGa9Mh3m39AGvOsPImlaaai8ueiJ/UZLHV+2EamRJGRZhGpnCGo95rW+vt9hzi5KLm3GobIiyXUtqJTDFrqpmn81n3QDe1DPE2DvGwQi67zW1Qkr+wFEYjZOQQb3Y/cpa+iaOSm0Hyz5Jl/8m6IL4rBTGWBRaVazGrwxEqLSe+fv9Jz6F78bYR6QbRo7X695604BC/5+FJb5ygZoUUlQVUr/fiZohHc8TTaqyZRhxnUmNN3tfacIi3FMThELcWFxEeyOYrcqr07zFp6u46NROH+Eg9Q9zmgUmsQzznagKuBB2XqGgG+rgzIjQ1tqSPVnzsYx9r+W+f+9zngj9v2LBB3HHHHdYfH9DbtObRVDPaTCoKTzxVblYSfX90y+Tj0ImjCUrGHHGIb4IgXmpYSDwzM69QhmvHIU5ChO4CKzhcjBEtg82gY001ZYTaVk1OTZ0xpiLv6gzHLm0XzPJEfe5jV7INEZYPErzHZhqZ0uLwWJY8srHXWMoQH84wQzyPg4NohnjYKCrbDHF+3mGjXf3XPIiOUhQID/iRKbtTiEzRca3PZRTdx5Ep/3XPceWGloFD3IIgzqIiGmqqQUIYnSmnGZkSHtSmKIj74yIJTWkI72Ell72xjaN9Eh3iBvNeOPc2ZYhjnxo5XLbcVNPByJSkppqldIj3qjvEeZ9OxrVMMsQdaKpJnJ6GQzxNqjvKgsxozr3NtKkmIlOkFmPpNNXUiExxxCGOyJRyo+QQX7AzXvHCj8SyJMd0K7ipTioZ4pYPpbh5noxzKiwJnG8hiOs9J3qd6fUwdogvmDvEedFv1SEeFcQNr08WaHVfqzzKu/m60K1wmkwrQ7w/OUM806aaESf91NlF73WjfNwsaI4DCBx6Bpv7ds2FkxziNPTuWJ9Ghri6IB4eYmbTVHPaf2wq+d2jNXuRKSwqIj9cfR6ja171elchPKhNT/xhYYnGoDQI5mmLe8vt6/q9e+AHRydi50aee1LJEPd/dpUd4t5c1dlhvammac8VmyStvYN1cIZVZVnBY4KOQ7wemZKiQ5zNAzkfnnCkJDLE06W6oyzIrSFMloI4/+7mhQyaajYuOEhMs5Xrx8IcRbHI0utIZEo0mwyUFxoXaPyRyxC3486o+aKoifhGIhbdV3Eb4/AgSk9st30oxQKYjJjdasFn6syuf2+nsUPc1HkWdY+GrmQLGeL+60bjp6nAGXUR65BHebd5U820MsRb51qaVnKYGgOm55Yya6jZ8Lv99yjIcM04Q5zG8SNnZsWW4TWpOO24BJ+btinFy6XcVLP5gJ9zkWUYHeyz1lRzry+IX6rw+0Edrw9Fyg5xql5LUygcYkE8pcaaaVQf02EExabQvuaHRydTbaq5Otoz+3gt16DXnw6YbTnEbfSwsE249l6pYGSK7xBXmDdpn07fR+ssXmvZuj6icN+fgdwd4vVD6XGJimagT/nuLuAc/U2bVhZcso1MaV5osGiLW8B2Y016f0mgUXHBOhOZEskmA+WG3LUkwJKTuR1nbTnE/YgCU/GN7lfOrbQpSIYOYTv3IB+AyohPrZqc2igVpQoY0+ekIu63c8HQon9yzqZDvNfaRqnVplwWPjjKcvMeOMQ1H3N6GeKtXUt5HhzQ46H5eTCjuJT67248aLNRsq4TmXLo9KygM/808sO9x9Sj7xBPu6qCDs74/h4b7BXb1vYrXct0yHpiymwzTiLofcenvN+9cQjrK517mK6XtBpS0kHtsEH1mgwc05S2IG7bbMUVDXsfOp1KU81W0W55xGu5CK2VaB1uY3/I+1yXIlN6fRPLQiWbanY3iM9JeFWWc4tBrGm7BuamsEifdzVBECkJh3iqVHuUBZlAi2lyHrCwlGVpdctsNkM3ZZkIy84tCeKLy8qva5hfnM5iX5ZjE2e9x77eF5pAuXPEaXOZtDkLGyracYibCqGtSqdN3US2M8RVnFNhhM28dWcMbTZJjDMREnhsNHWIkzs3cIjbyBD3f4aNzV1z1rMrYoRsFIgOnDuZlkM8zrWUhyDO7wnHXnCWbxb0+nEgLPbYcOiFDnF5Ye2A31Bz95j9uJS4aEAZ6Fqg3pJpx9eQyMmNwkncUxE96WvX13rF6Zl5sWwwht51aFzQ2bOKOx2YXfOy0JxP122a+eEEV6ao5AWrYKsBejN8ze47NJ5SU832+9Qs47XKniPO94+LTTVbVWeeLfF1wPeNrEO8Oda0XQNzU2itQo9PtgF1WgT7I4mKZqBP+e4u4Hz+XSgwZRCZ0uLkHU01QziOQNdl1wy9tqqbfRbQ88wQp8UnuaDIvdSZ8wQI0mdEcpHBY4dpRjNvaE2jMkh4WVxeWSVczy/6GeKa4kqrHEtjQVyqqWZv7HsxZ8EZw99r8rxMxd6av/mizVgaGeI2HCxB1rOmuJxl5Zet6ibeRNnPEOemmjEO8RzWHoEg7sde1DIUA8IonqUGQcLkmuWGnDMK7/v+E/WGmmk5xAc0XOteNV1G1wHHwOk0tByt9XkHiuMGDjVuqIn8cLNrPo3GmpzpbftgsBmuTElDvGqoUrJ8wMT3TFxjTRuRKYEg2qLXFRzi9nKiXYxMSWqqaWMd7Coc0yRbWcWxpiyIt2tgbgod3GXVfNxWzyugT7VHWZAZ5PBrbqrJzqE8HOJcmoTIlBQiUzyHeKeVBWGWHJ9EXEqVCMrQkgRxS+4MctkRY0P1TFZbEVS2BEnbsUUqZZ6tFnyhM9vMIU6YNNY0zZHnuBxyiNsUYemaorM7zhI3ITgQ0TyUzCMbO3Te622UqcyWNmS2N8ftMsTDaJnsDw5YEE9b+GoXxRMelHWbj4EK4uADj0x5n3ePpuMQ18k1p3VoVmvQXf7zfvyudcrfOzroN9ac1m+sedfhurv2UgjiWnAT2jRyxHmcsn0w2AxXpqTvELd7T1E0GY0bPzoxvSrWTeXgXzWuLI+qKxfh69JGLIaN98s2VW6qSZDoLDsmBA01/X16uwbmJiwuLXv3nwuVBCO+YQgZ4umS/zsNKgFtyMh9Sy6TLEuGW2Wz8aYfgrjdyBQqqSX3qrIg7kBTTYpLiWtABcpJq5gO23EZzON2rhN/+IJLxFPO22DlkK+5xDk8aDRsqmlZEJeLTGGHeFNkyuKyN4ab5Jq26iOhgmmOfC3iEKdNHY13Ntw+9P7/3194vFImsOpcKUseUSAbh/pEd2eHlw+tA22iBvvs5+bSz+Sf30yWhoBWkSmcaZ/N726s0LAbmbKkLMhevG3EmciUuaXlIG8+bV73zPPFk88dE1c+elT5e0f9w1xaw5+7Ue/37z9Rj6w5b9Og3g+oOEEFgiXjShQep9I+KONxJ60M8eBQNoU5iBpr7j85I+48fEY8NbKGs7E+TIpMyXJOrYpDPO9caKXIlIV6tFZZI15JdKa5hUTopPiw5siUtDLEufrMhUoCNrzAIZ4u1R5lQWZEXY1Zllaz6LC6ezcWGs0Cm4lgxCws6y1Ik0rGsuDh8bmG0mJQbkIRVs4hbtq4kGJ4XvKEncbiZT8fYM0vp9JU01qGuP/4pATxFm59mi9MheNwDljKzXkWOMTnl8TE2cUgUsMGz7posxWRj0RhunZMM8SznFNp87Rj/YA4PjmnnK1Lmy/aHNt8LxhynQ/1dcdu0nLJEGeHuN8YkQX7LOhtdohbbKopG5lC48gPj04oN5RUHT/pfZe9DqmZM10LWcUhbBnpF8/bs03r8Gd0sF7VdMqvMFCFnuuBkzPedcfiOtC85tNwiM+m01y45UFh6k017YtYHPXTHJtio0ljGCvVYp9aceNWUHFlQRCcdVEQ57W3H3vYDDWXp3Vsmg1v8ySo9JMY2zgyhffpaTnEuclnluaBdmuoWm8XMsRTptqjLMiMqHuGHWiZNNUM3IGtmmriFuAyLN3sWBuvqwuRKcHJ84hZpAUoBrKn7kHPA0fKFXkh3+wUC5tqdpoJV5abasocJPCiNrrgIxGFxm3TjUurcmQVeGzUvQZqvkP89PS8N8al3bxMF4o7mdc8OEjTnScTBcEZ0cquSL/Rm23IuUROyOZGhHkcHHD/A468yFIQJ5GYXPw8jvK4YOQQ5zFQUhwkMZwadqs2lNTplSMrWHID8SKYMjjuiysMVKGoHroX6F4tq6iT2byfSmRKNg7xobQjUyxErLVziBN7D45bF1h5L9wqQ7yMzRRV4ENrG6InzT+0JnWpT1RPN/fQir+3bRhDXIZFZ5nD5HCfXhfEB3upws9+hjg3+XTBIc4GLjJYUMoCSIdqj7Igl5xqFlyymORbiSHsguz1J6IqE0SmGDgomzd5PMErZ6j5359nZAoc4tWKTEnKZTONy8iqNJ/dJbpRDLYzxANBXGJBSaIZRQdEm7bRWEJrP1NnPovYJpFQ3HBY97HwopoX81nFJKhCc7LuwYHpgYwuu/0miQdO1iMZZAmy3FNwiNd/bo9YWRFiqmmTl0cuLDvEeX7OUhD3fn93ZyQyxXyjybmesm7svb6rk0WtNMdm2XGmSLF95KwnqKzdJC6F71VgEhO0WNgM8Zp/33ITT9uk2bD4oq3D3sEejSV0WG+zqWYrh3haTUKLRrueHKrQ/eNCLnQUXrPz/BylbgxZDg61y0jYCyZ57nx4Yq4hMoUONmg9k5pD3JFrhQxcNOxMWo6GASHlvcOAu5EpGXbOblUubyoelfOwwkJkimaJXyuHRJY83NS9GpSbtf2ykSludXhf08IpxgeNqodRq5oq2soQV3ROkQOCXIQ8hvABnXlkigMOcV+A5DHGWYd4d5f3OkU3/LLkkY3d4BA/qeYQ5811Wu9FkG3Z5FzKJTKl6XdlXQZMgjzff+ygNrmvVeMj9mUkiNPGnkQNmdgpbuxeBIf4aM0sMoXvTb5XgTrchLbIGeLcVHNKQvjSgauP06jmo/HqMVuGxImpOXHEn8eJWf939vd2ppgh7sbaMy/YQMCVDLpQtRbtc12KSyE4Gzxu7R1GNrr1mG1SUzjgpsgUMvfzIS0f5FEMk033dOAQ9+MOnel5hdiU1HB/JQZKAYsSlCubZWl1q4ZqoTsHDnGbTTVNI1NyzRBvKsUCVWmqmSCIu+YQjxwuRjE9aLTeVHNRVRD3Hfv++xE0qzKOTOFIqOX8MsTZIR4I4m64TlSbO7UjjygQE4d42q5I/rnNzqU0XYytaN5MszCVFTQmNWeIm7j0WBCXXbPsO1SPObhsezoNNYPH1SMv1Bepj816X3zgyB1V+N6EQ9xCU80SZIhPzaUj6gTxdilVH8fliPPBv4lg2cqMgKaadjPEAze/IzEYTE+bdVew/yixIB702Ek4KCPB+5GpObGBmqlH9jm8nrbZrJdjnWqOOMRl96tAn2qPsiCX3NssJ3meRFadvBdoM5JVhrgNh7ju68oHE3kK4ohMqWiGeMKJOwu7ruQ4JgniukKb7UMp1eZ5ze8HbwRMS0X5fTOKTLHlEA8iU1x1iOsfiuS1eQ8d4oqC+Gy6rshEh3iGZfDNY0LmkSk9nd5mlhuZ2soQlxGez8zMiwdPTIvdowNBI2UXRMs8rgNdxnyHuHZkChziFiNT0nOIpx3lxeOOTDSCDnMp31N7dqwWxMNeKQYZ4i2iPbnqr+r7VFsZ4jbmnrR6t0SrhqKElZLlvQZqkg5xqs6gdcTmkcbG2Lyetpkjzg0+XXGIjwQVzXpzMEimvHcYcLepJueiZTDJr2mVIY6mmrH57nlFptBpL5VB5RWZQhEB5N6kU9gyl6aBkHV+o7Dx2fYLjFCYdSwypTlD3HDzFOb4226qKR+ZEn0/eDwyj0zhQ1H952V62MAbMI4ccNUhbtKANI9sbGL7ugFv7jigGJnCWYxpuSL5565yiOfQKC13QTzigLORuRusJyXEwTvZHZ5yXIpqtnleFRU6jPoOcd3IlMAhPgaHuO3eIYXKEA8c4illiC8ue+aatBomsiDOPQmi6xST8YyyyekhN1ex5dWo2jUCwdMwP9lGA9Q0HeJxZpRgHezI/iNVh3jCfB7GmtYPaNNousrMOOoQj/ZZAnap9igLcsm9DUuG0x/gSWilhm2r3JQ4eU+lqaZuZAp/T14OcZpkaIOK/PDqsFbSIW4al5HVxtjk3ksjMkVZEG96P7hixbypJou8+uObqdhba1pUp12abp5lWhyHOP2+bev6xdHxs0qHuhMpuyIDh3jTJj5slNZVmciUaGxRGJliFjFAApKMW5bdnCxmZfE6yzwuXfNAHtB7Ra/5yak5LbMBOfRpHN841ChkAJ04HvtiMh8Opt3bgq4hEqzTEsRp3kpzX3nOhkHvMPGuw+NBXrENh3hHR4ffv2OpsIdmaRLGj9mJTHHNIR700IoVxO2sg12mxgfJCeNCEGvatE/ncctmw8nAIe7ItSK7XwX6lPcOA04u5mjCz3rjTIuwVQ7xAm1GsoqVsdpUU+O9pfciL4c48sOrBy10aHOWlMlmGpeRVVNN00M+241t1ZtqNgnilppqtuojoQJdA/RzaOOqQ3PZpasO8aB0W8OFmEc2NsPZxA+dmlF3iGedIe5AU82sHeLRSAAW9EwyxOk+pO+XEQf3HcqmoWZ08yxzMFOkfGB6vccG+7y5kmJvVKDxnO4Bukd1x0+QbmQKx0ex0zIt6P0nl/iURSdnFNpfpjn/kLnqkm0j3ntw//Gp4F6ne5j+zQQyXLTKEOdIjarC6yXzyBTzuScNgurMxdVNIW1VShZhbJN1iG9q2qfbaroa6xDPeK3UCjTVTJ9qj7Ig+wxxcohnnJ1IE0mrUjQuVaoywWGFhVLMOQOXKi0qbcU1qELuQgIO8epAmzPKZRufWfBcbK0Iu7yXvKlmSpEpsoJ4kCHe1FTTtFQ0jEwxc4ibbLRrzQ5x1zPEdZpqLuR3yBzkiJ+YdihDPN61lEd1GlfK5R2ZQvcgH+SZCldUKZMUH0HjOsUbUCTBhVuGhUuiZdGqFCk2habJ04obcs72R364Gf3+HJJGU83JuWwc4jz20H3LDmtb0L1O83Ta9xMfrHHlCb0fNiI4oo2Hi3holiatqq3S7muTFb3dHW0c4uUXxFl0hkNcIkM8IeIT6FPtURbkUuYflvZn4xahjRe5DaOi1/zSSqaPoToZ4isNE7x6ZIrdRbIsx/jkGYJ4paBT92iubRwspLriEO/v7YyPTDEUWCh3k8ZDaw5xXyDlxyudIe43jbEfmaL/vOgaMNmQNG+YXXWIcyxQ8wGyDPNL+TWfZYe4So54+hni8a6lvJopRpvTZu16ijZrnVmoC0imOb/0M2i90C5m7fCZWa8R5GO3DGciKPSrCOIFaqpJrPd7bpycVotN4XuS71Fg2LA1jQzxlA8Ho/BhnO3YlMXlFe/AJu0KpT07RrzP/3PwjLenpPfDhiBO8yY9h2gFRpgh7sbaMy/oQJeuf1tNNV3LEOf4tPimmm4ZcvJ0iPM+fbUgHt/A3EY1Qc21DHE4xFOjvHcYcDKWo95Us+62y6p8kn4XLZSiYitPPH0Z5ng6nyFuIzLFYJPX093huUZsO0dkQGRKNZHJZeP7wpXGRqFD3L6biA6lcmuq2cohbhyZYnbgR+MRzR0mQi+Jf1GnSakzxHOYU1lsYzeqDOw2y9ohnldPAl6D5R2ZQi49G64rGYFw30FuqFkXsdImfEzJwg2Ps0WpUhyt1fO/T02pOdT4nkRDTVsZ4ik4xM8ueD9ft/+ICjz2TFsWxMM+H12ZOcTpHqbtig2xkh93dP0V9JsoyBiRJlRVR4J4u2rOJOgw1iXXb3Tvm9RUs8yHIjXJZtS8T18VmdKigbkJ03NLsXGHuUemoKlmamCUBdmKOH5kSpYTfFzJfLgZgUM8cIjbaKq5ZBCZ4n9PHo01j7UoxQLlRiaXjccNV0oWo4eLth2HXmyRNYe4YYY4bwRMBXF2PWs+L1sVAtHcSlcd4nzt6MTL5FnevXtsQMMhvphyhji7lhbjG6Vl7AzmAz26H03zbtV/dyjm0fO3UbIeVB22EQiD/PDt6eeHq4qWRXOIjw3WHeInptUEcb4nEZmS/vWuAwmMNBZmNSfVUnKIc+Rj2vMP7RGoOew9xyaDtYqNtWFcD5eixSqlCV2fZE4wORAK+tq4Joi3barp1v4jDVh0ZhFaPTLFTqSO0w5xjkzxK2iBfTDKgmwzxMkhvmSWx2qjqRqaaoZwRq+dyBT9BVy7RUHaBM06IIhXCplcttB51Onc4aJtQZLGQ1sHUrxxl3aINzkgbJWKBq5nzQoY/j7TxzEYcZo4myHuP0edQ5E8N+/b1w0IKjh7UCFDnAXxtB3izZu0sAw+48gU/z4czOEwhp/ruH9v23SItxNIKD+c2JNBQ03VnOe8rgPjyJSpOT2HOCJTLF3vdoVk2pNRVEdWVUs8/lgXxDO6n6iymcYTEme/s/+0NYE17uAeGeJ2Rc+wqaZb4jK/v3HrrlAQL+81UJN0iFNkylBf96rIt1YNzE3g+JYaHOKVobx3GHAKzpGdYYd4hkJ0WAa+1BDtQRvorJ1SZY9MCfPhO41yRrPm4Yn6Jg+RKdVCJpctjEzpcu5w0dZhFEPfS/EgyxZii9SbajZmiM9ZaqrJG03dCpizKTjEnRXEDfLW82yqSWLv1pF+cWR8VtrdHkampOwQb5UhnrHIwe9t1nEp0XvwtH9v28hw7e9pv4mmLN67Do17z/ecDYMi08gUFYd4QcSu0UE/MkXRIU6Nbuk5ovrOjIHgerfrEE/7YLAZErSIKYviVcMBUwbCIcemfPNHJ73PVjLEee6N7MOKVkWSJjZiMTgyhQ8uXaFddXTYS8eN/UcasOjcLkOcYp3o35vjUlJziPsHdtF1e57Q+09aDTLE0wOjLMgEHsx5MstyExB78r607Im2WeWYV6WppolLsCfnyBR6zOt8gRRUg+bc6raRGY44NKINimPvPZPIFItVGoEgLunGGUkpQ3yNJYe4qfMs6jTJw6Wre3gsC18zed0nFMlA8aIHT81KfT2tRWiDkdZaJNzALzjhpM9TEOdceS73zSIy5f5Hprwx6NLtI5kZHwIXr8RayiReLg9GfYc4NSmVhTbvp2cWxK71A8ZNVKtOq3nfFG5El9Uhba3gGeLRihO7gvjquTevfhMuElRcGThkea4Y6ClgZEpBDk51YNGZRWjVWNNUMsTZIe6IIM6xKbQ/MsnRB60p7x0GnIIXDFwym6XbMq6pGp289xVkI5I2oYMy56aaLIgvZjvY0wKUXE+bhvtwQFIxpDLEHW2q2SwE8ebJRGAJSjctCOKqrxv97lpvVyRD3FJkSnAgqick8OtqKszzop8ESVcrk9qV7iaRVzY2s8uPZDgg0ViTNhS0sU7LHc7XfU9XR0yG+FI+GeL+9ZtHCTDfg3xv23BdsajRSiDc+5CfH55RXEq7sTkOGxU9WTI6qB6ZcuDUdMO9CfSh66S7s8N6hvhExg5xPpCbtC6IZzeuXrK93qT3vuNT3uc1Fg74oo2HGTjEV1dcGTnEHc0Qp/UgfcTtfSvhEPfXA+0c4g+Pz7WMNQ0c4hbjRLjyzKVrhfarFNVke+wEdTDKgkxY0ySI5+0Qp1iAnoJsRDJrOmolQ7w+oZMQoC/G2V3wJ3Gc41JQ0ls5RgZkMsSXvGvTlcOSsAnusvVMWr4H+WDLBBKqSCBSed3WDvR6ZY+06LPlEI/rIaFC0NzTkkOcN3Zli0zJOxN5t9+0b79EY026Frzc3BTfC7ruyXW5yiG+uOxtfrtzaqo52Jd9FRT/bq7+sOkQbxUhkXVDzQanm0TOc9HELp3IFL4X+d4E5te8fUHcd4hnlSFegsgUGtcfvSE85DGNdWs19+Z9yOwSrXpylEEQ5z1zrEPcP+gpsyAezuWLyQ01R+rzUOoZ4nNL3n3n0oE1V9EiNiUd3HmnQalh5wyf4GU5yMSVzNcjU9wQuMrUVDMoAzZpqpmxQ5wnWjTUrG5kSrsFBo0bLpUrBpn/8ylkiNuMTJlfUt540IKPqgFJRAw3Ap12DvwMHeKmQi+LZWm6ktPIMZUl2Lx3u+8QTzs/POpcotcleu1l3UOluVIu2tw169/NkSk2StaT8rr3HhzPtKFmc68c1+8X3ciUkwqC+AG/ye2uMTjEbe2jKI7HZsl81hniHBeWXmRKNvdTtPKE73vbkSm8T0XcEB3YxPfkUIH3uK5FpgQN7ds21XTvMduC5kB6/iRC60Sm0GtD3281Q3x+UQw40lBTpaIZ6FOMlRgoPCyMBA7xLJtqNjVVI/chfRRlI5I23oKrw25TTZ33t7e7I5cM8YfHW0+0oNxIRaZQvJJDi1FeGK/KELcgsISHUmb3IG3Y2SGuwrpa+H4EpaKmTTUNXM/177PTVJPiYLIUHnToNckQt/Q66bJ7TN4hPpmRKzIu29ITxHNYe/DBUh759fx8T09zZIo9QTxOfKbN7L3HJr0YtCwbZXOjTxlzQdEc4jTv0Bh2QiEyBQ5xu9A1T3sXGwfWeWeIT6UUmZLV/BM9aLOSId6zeu3lRXs60sy9DBni7EB2pVFi8xwZnyFuJzrQdUh8busQ5336SH/LAxOTw5Ioy8sr3rqi5th1QhniSRXNQJ9y32HAGXKNTGlyvS0UrJlR2lBpN70/fGBggknDMJvuVBWCk+cMN87ArQXGad+52AxvPl3JD+dxiw6xWjXVtJIhbiiI6zaDChd8JIhzM1NTQdwsEsrWhmTAFwKyKk3Xoc/g/c+rWSSzc/2AtEN83M/1TvtwIi7bMq/xhO8DFqTyjEyxkbnb3yae5O4jE97YnWVcSpJIX/QMcY5NocMd2fGB78XdyBC3Al/zNmNT+LAuqyivobQE8YVs7yfbgjjvf5ozxIs0PqRJmTPEed1Oa4Pm6o+5CjjEiVpvt/f+kBjdNjKlhXGNDkzofrFR6c57KxsH9zaBQzxdMNKCTOAFA+V2ElluCJtL5oONOwTxAE8Qt5EhbtDYL2yqmY9DHJEp1WPEX2DwQV0zvPF3bTHq3a9Nm2J6rBTXTY23bDZ20oE37KobRX4/6IDClhDN32/sEO8pv0M8rt+GLJyNnVfDUHJ9kSP40OnZxCqjwCGesiuyOduSNnvUZyMPkYPfWxakchHEg8gU88fAY0vcumXfwewbaqoK4jYqerJmvR+bIpsjTg5xOrzdArOBFYKYIAtr9bwyxNNyiPO+Lqu95WM2Dwd7SBsHfHFzr9e/BvvUhrnUJBYjWJc6JnTyPEBaOB3kVi1DXGZsY+PappgMcVsHJsw0VxLksFaS2R+xsQDYBSMtyARaFEc3yrk6xAu4EUkbykgmAco0mzBwPekI4vw+KTrE6XeaLK7DZh3YtFUNEodoWGp14h6W4bo1VpAYFBeZQvedSfPPoKmmYZUGPzZVQTya6W6vqWaXmSC+YDdDPKvS9Kxfq7yysaOQE5U2lIdPz7b9uomMXJGBQ9zfxOfpoufoIW5qlyV8mMSVOGlHpuz1BfHLMxbEWWiRcfAW0ZgxNlgXxGViU2hNRl+3Y91A5g1ky4rKgYssfDiYWYZ4X0oZ4sE8nY1wSGP4hVuH7UWmNFWyLS4tC9JGsU9tzBC34RB3MUM8MIQtrVQyMoUPyliMjjOukdlnrNbXNlKnuYm5DjN+ljmbWFyBK2jHW1Q0AzPKfYcBt2I5IhN7toJ4vEMckSlxLvrl3Jpq9mo6xH/vn+8ST3vXl7U7L7dr1gHKDTUrokaOrTLZeDHqnCDe2+VV20SFa7r3TMfVILbIcBxgMVvViROWBM5bE8TpMJbOCHQrYGw5dDi7mTvFu0hYIaD+WtHckffmnaMZ9ifEpmSWId7kEA8aKeaw9uDGb3k0deXny+OpDYdef4IgTvf8xdtHjH+P0mPyx4iZhWTRhsdYnbVSXoz6YoSMQzyIS0FDTevXl83IlAk/Piqrg1oWxG04OeMrubK7nzg2pWYhaziIK/PXdHlHkLmGDcEzMGo4JnS2698TrINLniVf8xtYshgdhQ6H6HB141BfywazNpqurnKIu5YhjsiUVHHr3QalhiahaX8hl21kSmMp2sLiSuGcOVk5uMhlYSL8zBu8tqE7Vc2lTuXRtEH73sHT4icv2KjtEN84HH/yDMrN2oFecfrEtLfwbL725xwtV+TFMT3m6ELa1P1pK8efNx6qr1tDhji/9oZzRf0wtit3h/hPP2ajeOmP7RTXPG6bcBWTBqQ2rj9TdvmNNQ8kNNacyCxDvHETz5vdPA7Ynn/5dnFqekH85GPU50hTmkUqmw7xZnGQNs4Um3PuxsHMqzHICU1jaFkd4ut9h/jJ6WSHON+Du9BQ0xrtDoHMHeIZCeJr2jtBdcnjsPHGp50jFpeXxbMu3my9kjnPucLpyBSDuAgal0lPdfE1Dfr3NK29bRlDXIfF57hx4ZGpOa9aYlObKu6hPosOcX98ZZHeFbiCFpEp6eDeqABKS3RAz7JzNv8unlhMXMxlhQ8NTBtrho2iOgzEOLXHcNJ3K3FuqAoUEXNsfE6M1nrRzb2isGM3Lkc8aA7p2FjBmZUsPNN1bMUh3m3ZIa6ZIU4OiLBU1E4+p25TTVvXADWke8c1l4hzNgyKsgnilI1NFQuuOMQfPDHtRoY4u5Z8AT6MYMp+riGBmK4/zoHOkuZ7x2pkStN9fechPz8844aaUdFSShAvYHQfrZOIk1PJDnG+B9FQM43IFHtiMju1s4pMYZFpyrpDXK+Rtwnb1vaLt119iZWqr+a5d66A40Oa8PVpFpmy6AmvJrGCadHb1REbV1iZyJQ2h31Hx5OruMMG5hYc4n6cUx4NyGX3R8A+5b7DgFNExZFcMsT9BUawEfEnINDoODVh3kpTTXmHOOXFci6pjiBOznISEtFQs7q0K0Pj+8G1w5J+PsCar99vJEZS/L8tQdw4Q3xebxEfZIiTQ9yiM4bmgLOaIn9wDZTcodOYY6r2WrlS3s1uVI5raAVneuflEM/7dcpbELdxT/f7jTlnm8TBvQfHvc97dmQblxIVLUmkT+rHUkQH6NhgX4MJoR18D8Ihbo/wmi9uU02aY8j8MhUTjWBCeHBdzHl6VbRnjvFaLkLjKvUhM2qqubDkZFxKOzNKZZpqtuktcMwXxNvt03n8suoQd+xaoWpmYrxFxCcwAyMtyIzoRJTlJN+cjx26mHH5r3KIKwohzZi8tj2+q1wlroHEcN537js0rtwUFA01QVCGFtOohMcM19wZQZaoL9aaNLONz5DOqammv+CrZ4gvr2rGbLLZpMMzyiJUxdUqgSzLdpNgAT3vzfsu342aFJnCLrP0M8Qbcy1dOTjImmaRykY2Z9DAsukQnw/GL8u4oWb0cdEyJGkMLeK1wNUFJyWaau7370E4xO0RxAQZGleax0KaYrMUf8glPjVn1+XIQnKR7qd2gigc4o2Qq5sOsHUd4rRGpjhOGw1Q022quZxKZF+RHeIy+/TmBuYmsCjvXIZ4sFeFQzwNyn2HAadYk7NDfFVkCk7eV703xg5xg9dWp6FftHSX3N4HT81qNdSEQ7y6BCJsXGRKsBh1axHdLAbZcp62auyjnSGu21RzdsGLOLHVSKi5j4QKecZcZE2YY6o2D8z5MVd5b9oow5xcrAdPz7Q9/MgqJoAd4rxJq6rrL9XIlMgGmg7E9x06472+j9k8bPw7bD2uOBYKuA4d9TPEZZtq0mHmtnX9GTyyapBGhjhlMtM4lWWMBOWI04G3zgF1K4ouHLaqZC7q80kDmq/p2tepYOR7xsbckwY8DzSvUWlPTteAizEvqWSIxzjEA0G8nUO8qYF5GTPE6dolkxAyxNMBIy0of2QKiyH+gmnBINajrFgTxA02/DpxDc1Opb1+fqgsD4/PJU60oNywCDveLjLFMYc4369cOm0SVRSFN1+mTTW1M8Q5MoUyxBeXrMWUNPeRUKEqGY4Nc6XiwUG4ec9/A7F7dMBzgnHuZBzcmCvrDPHgdarAtRSl+bqwUbYeHApGxMGHTs147qkLtw7n5qwc8GMtknKeixifw5EpJxIyxOm5H5uYE9vX9WOdbZFWjWR1IUF6en4ps/xwZtBvgDdtMTaF1yxFFZDDubfRuOXCnOoKPF/r5M/zPeN6ZMrqDPGl0selRMXnuMM+mciUMEPcgkN83k2HOB2KjPT3evsj1Wp4kEwxZw5QSKKCQpaLljAypXGhUaSNSFbvjWkpplFkio5D3HcqbRjq08oRD0ux6t8PqkfYubtdZEqXmwdY/phmq7yWD7L40DBrQZyeF41FdF+TqGlLhNZtFlk9h3hjvJgsLol7HJuyv02OeFYO8dC1tNB4n1ZMJOxNwyHes3oDvdef//fkFJfS0PA4QbQsYrXAOr+a6uR0+8gUOpiI3ovADjyf2nKIT/luzLQPBpsZ5MaaFpuDulrNp9u/g6u0XJhTXcEkFoP3tq46xIO191Kj0Em9b6pgxggc4jFjgkxkSpghbsEhPuemQ5wNXKRh2YzNAnXKf5cBZ8i7qSY7/Yq4EUmb0EG5nHtkio5D/Kcu2KgliMucPINyE+ZWL7QRQzudHEvP+htjvmdMH6duhrRNN85ackD4Lg9bBxHNfSS0MsQrsCkJKgT8614Wlw6ZySEezTCOgzbUVIFcS9kBFG7gGx3iLrxOuUam+C5qE7q7Or01g2uCOAv1SRvWImYE02OlXPxTCQ7x/Sc4PxwNNVOJTFmwIyRndTAYF22l6/QtfYa4P5cGcyr2qVZiMbhihxvTugZFYTQbwmhdT71vXDPkpOoQj6kaoWqjpEpuqxnijjrECeSIpwdGWlD6pprN3bv5BJYnILDaRa/LwqL+a9sTLAhXlB3ij9+9zpsQv39kXElQR1NNMBLJrW6GD4hcFcSDDHFLmyfrGeIabi2OsPG+37JDXCcyhZ1atvLMXYavH9WDA1eaahK7xvzGmifaO8SH+rpFp4WGrTLCzyqHuGPjSdo0Hyat6bXz/Gl8mI04yvJuqKmSIV5UwYtiUyhmo50DnvLDCTjE7cICja3IFD54Tru5cDM1FsRj8oJ1KXrmdti/o8m4VdDnk2pPDo1YDL5nBgoUmXK2QmtPHtuaxwSKBnl4/Kx3ENvOYMOHJWw+sOIQd1EQ5/0qBHHrYKQFpW+q2dxQzSTWo6zwa2SaIW7y2vaaRKYM9onLtq/1BMx7j00qN9VEhnh14RP3uAxxPiByzaHRqqmmaV5r4FLKqalmNEfc5kZANxu7ag5xEohpHFaOTFly5zVKcoiT44o2Xby5ThNyMdd6u4INvEtO+iyJir7UaNGWCEybaBpraNNMa4/vH5nwNs55OpPjss3jKOo6dH0tOTaF7z04xN3OEM/LIc6/z6YgHsbbFet+amXcKrrAn2pPDi2HuF6MX1YEZpQGQbzY17QKtd743hv0XtMcv2WkfXNmm001A4e4g5EplCHeKuITmFH+uww4Q3QiyjLnrbmhmi3xqJxNNZetLEp7OnWaanZoR6aMDvaKy3aMeH/ed3BcySFOC86oCAcqGpnSJkPctU1Jq6aaxhni7FIybappsPlodIhbikwJ8jl1HOJuXgNpQdeA6uvkUgwZu1LZpdoMl+ln5Yqk30PCz/LySvC6FjXn1uRggIRwjhSh5lC2BMLllfo4fc/Dk951SO5wWz9f9zFJOcQXl73XhF+XokBrLeKUb0aIg++93X61BrAdmWJHEOd4gawzxGucF2xVEC/22Nrc0Lyq1URSDnGNWIxAEHfcIR41o7BmYau5vMuw+EzVR3GmtU0JVdyDFptq8rVSc9ghHmfgAmZgpAU5CeLZZ4jzAqOqLq12rDGIFIhCYjbFpeiUovMBhZogXt+UjQ72iT071inliNNzpbIjikvJcwMN3M1kCxakjm2yggzx5sgUa001zTqY88GaliDuOyCsRqZwBYyGQ/yso1UCac6XqhnyLpV30+EmuVgPnJrxROhmeDOdlSuSfg89DHIdBU56B16nrOHnbFOQiLqxXcgPrz+meKdb3D3jwgGSKrTWiq694jhwckbQEnD7uvauPqAZlWbZIU5VFVnC4pXdDHF35iAjMwIiU1rC16mOC5jXys5GpsTsf12tUE2DGs+bTYdkFJdCbB6uzzutoINliqjjeDoT+KDOxWsl2K9aEP5BIxhpQQUiUxobqgWlqgXcjLjuEK8L4nqvq05kCruURmu94rLtdYc4b4yTCE6eEZdSadgpGt9U050oiCj9vS0aBRs7xP3GPktLViJT+HHqOsRtOWOCcmQ4xBOh50nXPcVQFFWM2DU64N0T3CMiT1dktJTXJSd91vD9Y3OTGbixF5bC/PDtOQvikk016VooYh8bWmsRJ/zqvDjh6cj4rNi6tt+5g+SiE1Yf2BGSJ3LKEA96KyBDvKVxi6v0XJlTXSDIidYQA9n166LI2ap/TxCZUoFrgN+XZod40OdLYp9OByY0psQZIbQc4v445RJr/fkXGeL2Kf9dBpwhmieb5STPvwuRKRKCuGFTzfomT+91DZtqygvitCmjjFZ6/BuH14itI2vEvccnpbIJw5NnCOJVhpwFtJDiBlPxYqhbi2iOAGnOEDcV2nq7uuxmiGsI2tzk1J0McTerBNKCDiFIC+fm0yqvkSub991+bMr+mMaaE7PZuiLZid4giDvyOmUJ3z/soLYB/yxqrLnXgYaaKjnPdH/1FnBMYUG8VWTKwVMz3vjB9yDIPp/e9QxxFsTtRqa4uVaThQ//mzPEq3h4mpQhruMQ50Mkm/NPZk01q+AQ98eE5sO+Y+NykSkcqUNzD2eAG2eIO+0QR4a4bTDSgsyIls9nOcmT4EVOHDTVzKKpJm3yzBzispEptGCkhhtcwsubYZoQv384OUc8OHmWmGhB+XPE6RCl+drjAyLXHOJ8uDhrOzLFUlNNk4V8KpEpTX0kVCCXDpX/F9HNaTIO88ZczZ3X5YxDvFVjTS6pzTJDnJ3pRXcx2hhb+i2Opfyzjk/OifsfmRLb1vaLDUPtS6szy3luI1pS9QWN2UW8DtZzZEoLQZzvOb4HgT2oiaxM9YEsPBZm0WA4Tvyy21TTrUNZ7QxxjvYMqhPdmFNdgK9TnViM2cI01VypZFPNoPplzsAhbtB0NQod1JFu5OL8zBW0Z6bhELeNe+82qEaGeMYDPDkNuVweDvHV9FmITOFNnu5hh6oYd3qmviGjvFiG3WEyOeKITAGrGpU0ucTZIW7LqWw9Q3zeskM8cKmYlRyabD7WpdBUs7kcWXWjTUJvVfoM8NyscijiWjb27jaNNXmzlGWGOG/iXYuWyScyxd7rzj/rWw+e8g7C884Prz+m5MiUIvexGUuITAkaasIhbh2eT5MatrreVDPIELcpiC8si+4CNqll6LHTEiOITGEzBvapqyNTdJpqOp8h3tGyqWYVHOK0PqB7t9ndrbJPNzkwiUKiPF0nLq752TAEh7h9MNKCzIjmyWZdBkabfG6oxiewVXH8ybDGIGOXWTB8XcOmmnJiHG/IxgYjgrifH7rvULIg/vB4/fu3wCFeeagRX1wuW7Apccyh0ZxTa6vqJXQH24lM6TeNTLH0ujf3kVCBvse19z9NdA4PXCvvDh3i060d4hlniFNUS5GFUFP4HkqjqeY3Hjjpfb5sR72PiOs5z6Epo3hrUK7IaxWZwvccHOL2YddiWSJTbDbVLGrFBUPiG/fvIKocryUTP6Zt0nBVEI+LTKlQU026/mnubOkQl4pM6W6IxdM19pEoX3M0WidwiCND3DoYaUHpm2oS5PCjBQYNdjzhFHnxlFpkikGGuKkop+oQPznFDTXDEulLto94Lot9B5MjU+AQB9HIFGK86dSdKyZcGyuCLFHLVS9hU01LgnivYWSKrQzxpj4SstB8Qd/jWoVAmgQNSBUEcdecz6FDPC4yJWuHeOhacu3gIEv4OVttqumvKf/nITcaahL9PZyF2nqs4UN/V+4XFbgij9dfzfA9t3sMDvE0oDnVukM8p6aaVjPEF+jguqvwc29zJXMRx4gs4sd0BXFXHeKhIayaTTWJWm+3J0ZHG7qTcY0Ojtf7ezS5Bub6YjGtZakn50Cfm9cJG4biel4BM6pxlwEnyFUQjzRVQ2RKm6aaBpEppq8ru6VkxTh2KK2POMRpoX3exkFx+MysOD5ZF7xbgQxxsKpRSQuHuGsOjcAh7i/ybQmSYVNNsw132Iy0U9sB4UJkyuLyirc4rpJDXCdH3rVsbLqGqGkmuVWjmytiYjbrDPEw19K1g4M8DlqsCuL+z6I1AyUlXLwtf4c4HwK2O3wr8sEIRVqR6SDJIb5zPRziaUCHQHTgvEwTU8Ed4pOWBHEa42mtVsT7KQrNC7z/cS2GrOgOcdcjU4IM8ZjIlKIf9MhCIjQNa9EqCaoE3zi0RnRKRCEFDnEDQZwP6WqOOsSH+rq9SiE4xO2DkRbkkyHuCy+Zu94WltFUs60gnqNDXLGpJkemjEYyxAnOEb0zwSX+8PhZb2O3MecmXCB/WIQ9vUoQd3NTwgJtGANlt6mmcYb4wpI33utk8K1NNTJFbXxz9f1Pk/DwQL2ppitzKl135FClA15quOiCQ7yxqWY1NrixkSm+g9oG/ZFN6/mbhoJmfW5EpiwV5n5RoburU6wb6PXWX82HTfS8Dp+e9WLoXDtELgvBgYvhoXX0cDAvQdyWQ7wsB9c099Laa2l5JTAVFHGMSFM0pjUhX7cqzPoRVjbnn1SMCA0OcTcNOWlR620cF9jUJmtaY5ODzoEJw/O2qwcntLaliE9kiNsHIy2oRFPN6CafJxw4xGMiUwwEcdPXVTkyxXcojUYc4tHGmnvbNNYkdw1FplDcCq4DEGaINy4yuHy1z/GmmguLK1YaMOm4g+Mg57qumE3PjQ/HbDljgvFfsQKmahsS7QxxBw+Zd/mxKftPTOfaSI6c6t7vnSWH+JJzr1PW11W0l4wp/ZExxoW4FNnGh/NLfB0Uc1yh2BQaH6abnuOh0zOeMIn88PTgRrI2csRJOKL7Muv1DR9c2Wqq6VqFki78+On5BHMq9icN0LxN123zYVwSM65niMcYwngNZssY4jrNh8kca7pZMtbUpIKA4aaeLhyut6toJrOHiV4DVlONuww4QXQiynqS5wkFkSnxcEaujcgU3fc2LkOtHadiMsRlG2uSmE6uks0jcIeDaIZ4vEPctQUpC7RBhnggsJg9ziC2yEAQp40KO8S1HRC+S1z3ZzTDwjoc4mrVVLK4GAGx2xflmnPEXcgQr9L1xLD4y4KeDaI/a8/OtU5t6tsJlkF0TgGbakar8ngNtio/3D+MAunto0xzxGmepsPBrPPDeZ1CH7Yc4uE87abYqd6/Y6nQVSRpQvM27d147VsW52+cGSUwZBT8upaFRWgWpSk/XKXPV9jA3CQyxe3rhECOeDo4OdLeeuut4oorrhB9fX3i6quvbvi3pz/96d7fDw4OBh9Hjhxp+bMmJibEddddJ4aHh8WmTZvEW9/61gyeAWgn4nR3dkjlQaWx0KAJBk0120SmGDXVNGsURddF9OckcXJ6LtYhfsHmIe+93XfwTMucRdWTZ1DVDHE3N1p0eETitf2mmqvLNlUJDhEMFpT8fthyZq/RdIi7WiGQJuE1ID8XuOh8ZlGOM42bHeIsVGfmED+76KSTPnOHuMVqi6jJwhWHOIv0M/6mvmxNNYmxwbqR4IS/BmP4XkNDzQwOXAzdgTRP03WYdVxKNAvXxMnp+vxjKopWud9EGrEYs447xEND2EplKxR5bGNRmvt8UQSXDGGGuElkitsZ4u32q8AMJ0farVu3ije84Q3ixhtvjP33P/zDPxRTU1PBB319K2666SZx6tQp8dBDD4nbb79dvO997xO33XZbio8etII3QnlM8NEycDjE7UUKRAlf1w5tZyhdG7Kl+idaOMTpfaXmWjQpNosh0fxwlZNnUG44t/pM04k7LUgpBlv3mk4TWiRzZIotNxE7fE0c4sHGw2ARz++HLWd+n+aBH1fMuFYh4Npc4OLB0e4xNxzi4QZ+wUknfdbXVRpNNen+PH/ToHDpebZziBf9OqDIFOJkS4c4IlPyjOSRIWgunNHBYJwbtC7Km8WzEWWpvGnYpy65N6e6QNCTQ9EdywdI1JTWReKqM6u2/qw1HSazcW2TYoa4WVNN/zrpc/M6iVY0N0d8AjOcvMuuueYazxk+NjZm9HNmZmbERz7yEfG2t71NrF27Vpx//vmeQP7+97/f2mMFagM+dcfNQxCPNlXjE1gXRa686PTflzwzxHmDKB2Z4meI8+ZMJTaFT57hEAcNgnhzhvjisleuqNMcMouNcRiZYsdx6B1KdXUaOcRZdDYRxEf6e606Y3QP/Nh5VqVNKff3UMoQX3Q4Q7zZIT674D3OrFxXgWtpdiE8OKjIBjcK30M2HXr8sy7ZNuI1e3RlLRUdm4tyv6jAVXmnmhziD/p5/XzvgTQjU8zc1eyizMshbrOxZlmizaLRbmF1WrGfU5oVVyrQARKtbV2ZJ5pBU81QhA4c4uNq+3S+NiZL7hAPel4hMsUqbo4MCZDAvX79enH55Ze3dXvfc889Yn5+XuzZsyf4O/rznXfe2fJ73vKWt3iiAH8Ae9Drec3l28TVe7Zl/rt5UUEnrlUuW06KFTARxBcsvK50SCHdVHNqzpsA437fZTtGvM/7Do7Hfq/qyTOoaIb4wpKz4hUtkilLke47m45DlXswrdLUn7t0i7h851rxmM1Dwu6B6HIlN9oq9Hap56276NCjnGMSXaipJjfgos+0WcrSFUniKMWB0e8tujPYhJ98zAZx6fYR8fhd66z9TDr4/vFz1ouXP2m3cAlyrss01SxqleIoR6ascoizIA6HeJ4Z9TIEzYVzyBCPCuI2GmvyQXfRD67jHOLYp7ZwiCu4gMdnFsSJqTmxZa27+724pppnHe1hlBa1Joe4qnHNRoY4G+3YJOUi/Njougb2cPcIpAXveMc7xIUXXigGBgbEl770JfHiF79YDA0Niec///mrvpbiVGq1mujuDp8mOcUnJyfbCuL0wUAUt8sfveiynF1vkWYlBd2MpAWJRtRsUhcbryst/mROd0m4n55fEo9qkVW5Z0fdIb73YAuHuOLJMyg3wYl70wKDFqSDOTmokmAHNt0L4ebJfL6qV4oYCOIWXC1X08Hp5dtSOBBVjUzxXVoVcehE50qVQxEX805p7UbC3N1HJjzhbsNQXyA0sJMoq8dBLkya19YNuPc6ZcVTz9vgfdiOXfjIr1wpXIMOA2kttbS84lVFNjO/WOwM8dGYyBQScg6dnhUbh/qsNk4FjfBra5ohzuvsLMfCKLyusiKIlyxDPBrtiX1qI8P96i7gOw+fcarPRBx8OBrXVLPoBz3KDnH/sI+NaxuHG2NRZRqY63KUtQGHzXJBhvgsIlNsUriR9sorrxQjIyOip6dHPOtZzxKvetWrxEc/+tHYr6WGmxSbsrgYDpzj4+OegA6qRdC9eyHMrCuqOyctSMCiDZxupp+N15W+l1yvrZphMizc88asmZ3rB8S6gR7xgyMTscJOcPLs8KQHsoOuO3IsRSNTFpeWvfvB1cUoN62kjfE8bwh9d6/ppswoMsXBMs+o80qFKjrEdV4rVzfv3FiTnatBQ82MXZHkwqT7dNp3PhVduAFmjQ+L7v7kdVc0MuXImVlv7cb3HHA7Q5xFozwzxG1FprhYoWQa7Vb0WKW00HEB7/ONUZf5RikX4fe5wSHu4Fo6TWrsEJ9b9Kr5yLhG+3jZ509OeqpwNWmqWYQ41TBDHA5xmxR+pO3sbP0ULrjgAk8437dvX/B3e/fuFZdccklGjw64ApccRZu4YKER/xrpxqbYeF3jctRaxaVEsyzjXHm0+KGf88OjE60jUxye9ED2LnFaSJEIHhUEXS1X7Of7dZ7GNHuOQ/oZ9Brw66DK7Pxyw+NzgWgPCRWqmPkcHB6rCOJLbr5OHN2w32/2NzGbjyuSc3rZUevawQGwS39T6XdLAa/gkSnRikK+xxCXUpDIlFk3MsRN8n7LNk+Hc29Y9Vd0kd82OjnRe/3ozD1+lKbTDnF/LR+NAnJ1D5LW2EYOcYqvpPtaZY9er8brMXKIHxt3XxsY4Z5XyBC3ipN3GTm6z549631eXl72/kxZ4GfOnBGf/exnPdf30tKS+M///E/xnve8R7zgBS+I/TkUq/KSl7xEvPGNb/Sc4ffdd59497vfLW644YbMnxNwY6HhxQv4iyc4xONFI924BF6UmjbVJJJc6rwRW19rXUrVrrEmnTyT0yavclHgbi4bO09cL1dkp1jdIW7vkE/2HmwFuyJNmmqm2UNChcCh4+g1kHbZdtkc4nm5Ivn30b1Bry+i+MoNHwa2Ei2LvgZlh3g0Q5zvsd0tYuyA7aaadhziHDOQNYN+PILNyBRX12qq6xQaH0gMpbQlV5tA5oVqLAY5jSk6k/p4XLTVXUE8MINFI1MWK+YQ7wsd4rpV3LSn93rFafZB4t/rsiDOkSnIELdLp6tNM/v7+8Utt9wiPvOZz3h/vuqqq8TCwoK4+eabxebNm8W6devE6173OvGnf/qn4kUvelHwvc9+9rPF29/+9uD/b731Vi9iZfv27eLJT36yeOUrXymuv/76nJ4ZcKEMnN2UVFoDQlj00XeIm7tUeYPIP6sV7LQba+EQb5cjTptUcgLTRAthAjQL4nzq7npcBm+Mo4K4jTGN70HVeJFVIrJBU03b0KaSsnzhEFeZK9WbarpWdbXKIX42H1dk9PcV1RUM7OU8F71KkaqpaDyNRqbsPwGHeKYH4S2qD9SbaublEO+xFpniYg8LG001i/580oCvV9mmmkfGz3oNNR+zZchpYTm2qWbFIlOiDnHdPl8mOeJ0eHJ8Ys478HX53gsiU5AhbhUn7ZHNjS2j3HHHHW2/93Of+1zD/w8PD4sPf/jDVh8fKB7RknlvodEFl1a7xqM6BJs8A1Eu7pS8bWRKiwxx4tLtIw35catPgOUadYBqsLafc9lokVGLRKZ0OX+ANWdRYIm6lMriECfWdHeqZ4g7XiWQdo5p0ZuasVt1lUM86wzxiAvTtdcIZO/idfUASZbOzg6xvtbrGRNIRKC1dOAQR4Z4Joct5g5x/3DQF6bzaqppNTKloPdTrCC+WN+nglaC56JafrjDDTWjZpbGppr+HqTg17WyQ3x+UTvWlM0HZH7gaC9ZTk3Pe/qQy+7whqaacIhbpRp3Gag80ZJ5mnDgDrcfmWKjDJjfl6S4Bpq4iPVtJjyaDHes7xcPPDLd4CbQPXkG5aY5ly0sw+0sQFNNzqS101TTJDLlrKOCeF9Pl3L1i+s58mm9TmWJTNk41Oddhw+emPaEu1AEytohDkG8SgwELt5yNtVkMwI10eQs6v2+IL4TDvFcG7bKwtFwWR8ONkemTM+ZPY9GQdytNYf+3Ftf0/H/A/2mmkVoqMlVjBSR0+wQp6iXqsTmBA7xOXKIz2lGpug7xHVjWrKGx2wI4napxl0GKk/U/UwTTpE3IukL4vk11Qwbi7QXYzi7cqyNQzzqCrjrUL2pCsEnz5tH+rUfJygfzblsfDDkalwGC85n5+tjms2mmkYOcV8Ecs1ZTwcbtHEmYVSWKjrEWdRWef+5vNu1qit6PBThQEI4bR7yEoGisQSuHrAB+xv7Vi5eG/1W8oYbmp+cnvMaMB88NeuJ5Fnn81eNICrNlkM8t6aa9etkas5c1Ann6eLeT9G51zNu+ZXMoBG+XmUd4hyZyRGaLkPzQbMg7to6OotGu+QQD8RpTYe4TuWJris9ayiujLLSqfEosAdGW1AJOF5gLnCI49Jv1Qgqz6aasnENtAkjkkqi4nLEw4kWkSkgJkPci0wJN1lrCtRU02aGeNKhVOEiU3q6BGnhSf0JyliKnXZ0Fr1OrmZjc4QDOVjzEoHgEK8W/UGsRfymPKjoKfC1MOo3NKcG50fHZ735Ag0104fnVdPIlDBDPJ8DjFrQVNOeQ7zoYyvPvVP+PFXk8SEtwkiMZDGQDuruOjwuar1d4tEbBoXr0AFItDLv7OJypQRxjoOiDHFdcZrHM9kKgiiBK91xQZxzxKkhsW4lL1gNRltQCXihQWINlXlCEE/RIW4UmdKpFpmS5BD3BfFojngQmeJ4WRTIKUO8uammqw7xpsgUKre0UVqp4xCOE8Rdaqqp2yySx8IqbUyjOaayeHmnjr5Gu8bqEQ4HTs6EIlDGLlZy8zCuvk4gheqdpKaaBV6H8tqLcsTp3iLQUDPD6oOFYjvE+feSqGNKGQ6Yoo+fXfOYK1ZT6+321royDuD7j095B0eXbl/ruWpdh95vnhtIzKfrukpxfXxINjO3KI5q7tNNHOJhZEpfYQxccInbozp3Gqg0XPLOi6+iL5xSFcRNm2oavLbyTTXnBVXnr/MnhVZcvHXEWwiRQ5yjEopSFgVyyhAPIlPcjsvg+5VKpzmywgbBPaibIT7vpkM82kdCFtcbq6YBX++ygjiNq/S1rm7enXOIF1gEBXYiU4reVJMYi0SmUEY/gYaaWUammAnJ5KCkNfSg78rMq4HetAVBPDQvdJVi7uV5qsjjQ5oNfSlaQ8YBvPfg6ULkhzdGpqw0GDeqtPakalwak2jepH06Xf9Je/yWGfMaGeLHxoujDZBDPFrRDMzBaAsqAZ+y8kIDDvHVcCfrfJtqJotxJMCcmJoT6wZ6Ex2xtHm4YNOQOD45F5z+6p48g4pkiBfFIR5xIS6QIGlpTDPNEOfxwzlBPNKwSpZKRqYE77/c68QbOFdfI3at7j8xHWyiowJ11g5xVw/YgH3RMkkQL/I6lOPq6g7xuiAOh3h2sQKmTTVpL0TCIgmMeeYFczyICTynF/2wkddevE91dU7NG4rFoFiNxQTTxt6D9d5Re3aMiKK8/+QMpw9eR1fJIU5jETWkPj0z71WBU3SJal+aMFJH3yG+pQD9xXi/isaa9qjOnQYqTXjyXh88errdL5/KSzDSj0xZsdZUs13OL20ySahKiktpFZtCJ8+0B9iQkD8OqkXziXsohropYPFCmRbOc55D3M7jtBWZ0t/bWfgokKBKwDFx36XXiQ8v3XeIzwRCQ7TJZRZEc3pdfZ2AfYd4q8aHrt8zMvD6i4QLurcIOMTzrz6QgQS3ybnFXBugBoK4zciUgouHPPeyu7XI40Oa8IF20rXDe77iOMQ7gmrrs473MEqLgb7uYGzTyfI2yRDn6vFiZIhDELcNRltQCXihEZSiFdxJ4GKGOG/yTBr7yTTVJEcSMSopiLM7gNwCtBEgt/jYYJ+VvGVQHoIFhr+Qcj0/Otpcy8twttBQ04ZDnAVx1w4S+PGojG9hZIqb10CqkSmSlUKuxz/Q5oYeG7lYWWjI2iEejWhx9XUCGUamLJUnMoWq9dghDkE8fWg9QqbJVoctMrCQmFd+eDQyxYYgXpZKrlWRKdijtK24apcTTffHPccmxcahvkIInFFDGF3PgSBeITMGQQ1QmU0aVdymGeK01s/aMGHkEEeGuDUw2oJKwJMKIlNaw6KPioMyVhgxikwJT8hbcWK63gmaRG1Vh/jJqTlPFEdcCmhmhCNT/BN31/OjuWklV71YyxCXiC1qBy/kOTagyOMbl2K7Ju6nCV9HstEyrperUxnurvUD4vTMgjh8ZtYTk4Z8MSYrok7MIougQI7+INZiMbW1Ut6sr/VFBPEZ70CZ+3CA9KAIAToMN3GIs3syWrmSNbQHIwHbaoZ4wedpdrjbXtOVDT7QbtdQ8O4jdQMU7f9UYzfygg906g7x6pkxopFQxOZh9Spu3Qxx2reQ21onpiUPRpAhbp1q3WmgsoQOcSw0WsGlWfqRKcsWI1Nai1anfIe4bGTKeRuHPMfWXYfHxZECNc0A2ULCNy0++cQ9FEPddojbLq/ln9PuHmwHO9ecyxBXdD5Hv9bVayANVJuqzhdAjNjlO1e93Nze7HNzB6MZ4gUWQYEcPPa1jEwpgaN11HeI//DopCdI8j0G0ofWsyYO8SA6KkeHOLs5KbrFlDnHq/lk4QOyMEPc3Tk1T9jB284FvNePS9lTkLiU5v3vWd5/OLaOTptaX8QhrhOZ4gvirPXI8nDBtIHmnlfAnGLPHgBIwgsLLs8rsjPH1cgUFtBM3PehO7FNZIrvEOcNWRJdnR3i4m0j3nv/tftPeH9XlBI6kC1r+3u9E/flSFMbVzdZLLrwgsi2ID5nmiHu2EKe3Ve80ZCBv9bVKoE0oPGSKnXKEplC7I40+8vDFUlzIsdoFD3nFliITClBU02qsqB1NM8/0XsMpAtVX9GBZVJTwVZM5hQdFRebQveCbjwbw4e3rq7VZOG5ARni5qLnvkPjhRXE6X6obIZ41CGuUcnNhyUTs4taDTWLUj2ODHH7YLQFlYAXGst+r8Yib0SyaNKng41NnoxD/IRihnh0UfT5ux8u1KQHsl9k0BhBrqU5x8VQjiThhZ+tMS26KC9VZAoc4koHyLIHIvx1Lm/ed42F7tW8cnP59+Iwvvzw2MeHg2lU0+UNlZVHq/TgEM+OgR6O5NEzr0w44hDnxpqmsSnhPO3WmkO/z0nxx4c04euWr+M49h487X2+ZHu9h1QRiFZnzlU0MiXqENcxrvGYMjm3UNqGmnE9r4A51brTQGVpFjSw0EijqeaK8WsbZKi1EWNOTfuCuGSGeFQQZ9dAUcqiQH454q6LoSzwBg5xS0KbTGPbdrjqrOdDUdls7PrXuvlc0obGcNn3vwgNAhsc4jm5Ivn3uvw6ATtUoalmc5UeHOI5HLhoxqa45BC30VgziLcruHjYPB7g8DSeoQSHOPWKOnhqVjx6Qy23+d7MjEIVqm4bcrJwiOvs07u7Or3GnMoO8YJFpoz0I0PcNhhtQSUgN0t0sQGHeBuHuHZTTfPmasGCoI1DnBY7qg5xbqzJFOUUGOR16j4f2WS5uSBd09vpZob4wpI3lrjWmIZFbRWHOG1Kujs7vEV2laDXiq7/lRW/pKoNwcGRw6/R7lGHHOIFF0GBvIM3KTKl6NdC1JSwO1KFAfI9cJFvqplzhrg1Qbz4TWrjDt6rdhBvKxbjTt/41Lzvc53e7o5g/xvG9VXrGiAxm9EVp+nAhMYUmfVr0SNTkCFuj2rdaaDSrIksLnjiAXHleroZ4vXJp8fgtQ0jU1pPZCcDh7i8IL51ZI0Yi2zeNo+od68G1cgQ51y2oGTR0U0JZ3SHDZgsCeKGkSnkWnMtPzzqtFF1iFdxU0rPmaKDFjljTCa/1eGN29a1/V4uel4Z4tHf29vl3r0B0nLwLrYXxAsu4EVNCdFDJ5AuPL/qCuK8ZsjbIc7Nhk0F8aBJrcNzkAwQxO04xIvYUDM6H3hNNYP9R7XWCwP+IRnNLboHxmQ+WFpeURofOTKlOA5xZIjbBqMtqAxRp2fRNyIuN9XsTbupZpAhLi9qk1t1z44wS64okx7IlrW1MJctiMtwUNyNK6W0niGu4RAnRwY5xF0UxAOHuILQT+K5q+9/FoejMq9VEcQ9ahS6Y/1Azg7xnlKINiAZOnyha65VxnMQmeLwPaMiiNM9tc53rIEsM+r1hGSuKhsuTWRKOe6n5gz0oleQpAXP4XwdN7PvUF0Qv2x7sQTxwBAWbapZsfUnO8RN9uhsPmh1fbSLTCmKQ5yuFcpLR2SKPTDagsoQPW1HZMpquDRLJVIgtqmmwSKOXXzt4hpOTs95m00+IZWFF0c04ebtjAFuO8THZ+aDBamrLh0aw/h+SSMyRcchzhvTNY411NSpgCFxn1w6rlYIpInKNVCU+Ad2sOaXIY6mmlWBDuAHerraRqZQFFNnZ0cpIlPo3nItIqvMmEamhA5xRyJT2jRHlD24LkO0WXQ9V4Q5NS94DufruHndtu/gGW+efcyWIVEkAkNY1CFesQN0zhA3EaZ5XIu7PlpxbGJO0BS2cag41eOkgVBjWXLDA3OqdaeBShM9acVCo41DXCFSwLbrKSgZayHE0GKHmmquG+hV3kxynlxRToBBjhniFJnC4q7DDo2GMc3SZjAQQzUc4iw2u+gQDw78FJtFVtMh3il9eMARNK7PqbtG3XCIu/46AXsu3lZND2lsKcN1wA5xvrdAtqKRblPNwCGeU3xUs0N82oJDvAz3Ex0qRQ0YODxVd4hTM83TMwviwq3Dqxz3RXSIV239WevrMt6n84EJ90pIYnl5xYtMoarzIpkleb8q+zxBe4rzzgNgCBzi2USmmLy2SWIcnYZSvviYQn4487hd68SWkTXiSY8e0358oNys7Y9GprjtEE/rkM/EIT7rsCC+zhdvDp+Zlfr6IDLH4fc/zcxt4tv7TylEprj3nke58pxRz0V40dYwOitLLt0+4gkcF2wulmsN6Lt4KYM/bhylvyvDGpTWVDQ+/sT5G/J+KBWNTCm2Q5xK/m1liJdlnm4QxAsm6GYFH+TEOYD3Hipmfnjz/jdsqlmta+Axm4e9ddIVu9Zl5hCnvmQ0Vxett9h6f09DVfPAnHxnQwByW2iUY/FkE44G4FItnUUpRZnQh3lTzfjHcHJqTrmhZnTx/fXf/SmU9oKWjEQc4nwfuLzR6k9DEDdoqsmONd6wu8Sl2+pC6J2HxqW+vqoOHeLaJ+wQ/7rviPjA1/eL5+3ZVvimmsRVF20Wd//Bs3JzjT3nki3ipx+7sXCuNaBHf8TF2zw209jK7tgic+7GQXHP256d98OoHBTHYxKZwo7CvDPEbQnidHid93OxhbfesNwovbQO8Rhn7N6H/PzwSM+oIjbV5OjSqkX2USX3XTdfZbROUs0Q54aamwvWW4xz1h8enxPnboTRwpRq3Wmg0qQRL1AmKH+PHHS6rhNybpu+rkFDv8WVlie5xHqFhppRIIYDqQzx2fnAIe6yQ6PfscgUHjtcFP0o73bH+n7xwCNTUgtl3pBUcVN65aNHPbHrfx46I+70HVdFbqrJ5H1d5v37QXb0+wdEM02ND6k8m9xoRbhfgJv0lyRDfHCNeYb44tKyl6FbFpNTdFwoy3NKYx6ldVmcA7ioDTUbI1Oof437+w9X10lhpM6iUkNNk0aeecAC/tFxuapX0B6MtqAyNEamQBiNgyZf3ciUehlwR6pi3Mmp+YbsSgDSzhB3WRCNNq+07RBv19g2MUPcQYc4b5JWVoT4voRLvAjvf1rQweHLr9zl/fm2bxyQep2weQcgOec5qKjA/QJMI1Pm9YRkOhCm8TpvsS3IENd8HmWcp6OVVphT2/fkoOuY+koxtGb9/uFxr4E1N9EuEj3dHZGmmtUVxE1RzRB/2HeIU6RqkdjkP152uAMzMNqCSp469mCh0bLxHDsjVbHRKCqpqSZnZelkiAMgLYjPUmTKkhf/Q5UTrrsQU3GIa0WmLK96XC7BuZL/c7C965mo+obk+Y/b7pW0U3QKNTJuBQRxAORdvCyIlyFDHOSXT0/oVnOSc5JEw7zhyBTZrN84eJ3iemSXzj4Vc2prhvu7varkaJP0ex6e9P6fYjc6DaI78yK6/+XIRm4GD9LLEC+6Q5wFfWAG7jRQGaITC8pVWy/G5v0SRBXolJ5O501fV1mHuG5kCgBJESR0DbND3PX8vlQyxP2fE91olKGpJkEbJWKfhCBeNueZjljxwsdv9wSHj3z7oWRBoqKvEwAqomUQMYT7BWjS39OtHZlCB73zjmRusyA+bZAhHs7Tbq45VInOo5hT2zvEm13ARY5Lic4JCxVuqmkD1QxxFpQ3jxRUEB9HU00bYLQFlQEn7/KHBpyfLAtlYlLlmqnzniNXWsU1sFNRp6kmADJREdRYkzLEaePoekPF6GLZluPQpKlm4Kp2NDLloq3DnuufN07t4DGwLBttHX7Rj0350Dcf8rJa44AgDkBrQbxZtOS1DdagwPiwRUMQdyU/vCFD3EgQXyqVySk6LmBObc1wTE40Gx24ErBoRNfewVq6wutP02tD1iFe2KaaI3VjICJT7IDRFlSGaEkdylXbC2xcriVLsMmz1lQz/vefmEJkCkiXtf09Xikm3QN9FXaImzTVdNUhTrm+528aEscm5oIyyVZwdFSVS1YfvWFQPPW8MXH4zKz4z/89Hvs180u+IOH4vQJAHi7e5pznIjWhBeVrqjnpuybZYZsng37O/tScXvRLOSNTopXMbq6jXIArHPh6JvYdrPeGuXTHiCgiQVNNL0Mc68/MMsQ5MqVgDvGxWp/o7uxAZIolcKeByhB1U2IzkiSIqy1QqSu2jYMGXgwiMgXknSNehHJFV5tquvy67fE3S3sTYlPgEK/z8it3e59v+8b+2H8PBb5qv04AROnvrY+jiEwBtuEDZx1BnB21lMGcN7W++vOYmpMTrqoQbYZKZjn4+uXrmaoM7j0+Kbat7Rcbh4olbDJcYR1tqul6laqLDMUclrSDBGWquhnyI5yKAuXkU+45GQV19mugEYy2oDJEF0xoqhkPn0arCuJzvkvQPDKlvRiHyBSQNiP94bXl+iYr6sS29VjNmmq67RCP5ksmxaYEG+2KO3R+8jEbxY71/eJr958U9x2bXPXvaKoJQHw1SpxoyfcLqhSBeT79or5DvC9/hzg1LKe1wrSBQ7xsB9cNDnHMqdKi512Hxr3YzssK6g5vbKoZNguFQ1z/sEQmMmVmftH7OopLocjMorFpuM+77h+ZRI64KbjTQGVoLEXDpR8H55WpR6bUHeJ9ppEp3FTEd5w3c3J6znvvinaSC4rpEC+SIG5LYEmKLSpyZAqxZ6dcY01kONahzPVf/PF6lvht3ziw6t+RIQ7AangMbM555sN+3C/A9LBFJ0N8YtYdhzhR6+sWU5JZv+2izcoiHqOppmKGuH89F72hJtHbHfbQovUn6bPQKvTmXlq3yjTVDOJSCpYfznAjUMSmmIM7DVQzMsWfeECLyBTFppoL7HoyfF2DpiIxDvHl5RXPIb6+1lvIk1xQnAxxxvVyRc4SJWwtnLmxrYkg7mpTTeK8jUOew+7OQ+PemNIKOMRDXnzFDm9z/snvHVq1yUAEBADyTTVxvwBTypIhzs09ab3PTm9VKF6iTOJxdL2BMULeIc4Gh8sK2lCz2YxCgjiZMbDXVYdeMxpXZBziLCSzsFw0WMg/ltATCSSD0RZUMzIFp65tF2OqkSksYJu+ru3EuDOzC4L0K8SlgDQpkkO88ZCv09pikn7WvF/1oePWctkhTs6Ri7eNeJmTPzoxlfhcXL8GsmDtQK+4es82T4D55+8eih37sXkHIFm0DO4XrEGBcWSKTob4QoPD1pUccd3YlHCednfNoQIyxOUgwTN6PZMg3tkhxCXbShCZ4jfVRFyKWWNNmnuTsrWPTRTcIe4/bjjEzcHdBioDFhryAhsvMmUJG6t1motxXZ2xk9jJqXpG1uggGmqC9BgZiGaIu73Jii6YbY5pFH00r+HYKkKGOLHHdxH9z0NnCt0gNEuuf1IYmxJ11gcl6xD4AIiJtViMXSuZVtOB6kLGk+7ODk2H+KJTDvFBP/5QNzYlyBAviXgYXcdhTm0vePL1fHzirDgyflacv2nIi+ApKg1NNReXsPa0cGCSNK48PF7XFTYPF1NXQGSKPTDagsoQXTDBIZ6UIa7pELcgypFLPC4y5cSU31CzBoc4yCYyxXWHRhoZ4t7P8hziBpEpjr9uMo01g8gUHJ56XLR1RDxh9zrxoxPT4qv3n1hdsu74ew5ALhniTWup0DwAsQOYVSDoZYj7DvHIOscJQXxOVxAv14EsMsQVHeKzC2LfofHC54dHr+GZuUWvUSIEcfMDk6QccXaIIzIFYLQF1XSIl2TxZBsWsnQzxG28riTG8c+LQvnhBARxkF1kSldhBHGbmye6j40yxB1fyF+2o15Wu+9gfSPV1nnm+DWQJddfudv7fNs39q9uqgmBDwD5yBSIXcAwNmVmnoSzFU2HeHcpBPFg/inJgSyv42gNhvzo1vCBDl3Pew+eLnx+eHROmPDvURyI6MPjW1KOeOGbaiIyxRq420BlQLMShaaaipEpC37esA1B3BPj4iJTpuulTeuRIQ5SZG1/JDLF8U1WtHmlzTGNfhalYiy1aToZB1eWRJt9usi2tf1ibLBX/PDoRMtqGB4DXXe7Z8nPXLxZbBzqE//5v8fFQydnvL/jaB3MqQDE5DyjqSZIKZKHpmfVSq4wQ9wNhzhHXEwbOsTLcnDNzwPjg3yGOBsb2OhQVLjKkxuFum4sKcKBCVfElLWpJj/uYxN1fQTogxEXVC4OhEBkSoJDXDkyZclaLia9NySwNztfODJlrFbMrC9QPId4dMxw3SFus+qFN2OqLvGiZIiT84rKaxeXV8QPjk7Efg0c4vFj88ueuMsr5/3HOw54fwfHKwCtBfHWTTXh/gQWInkUY1MmXHOIs5NTWxAv14EsP4+yPJ+0Bc9xLzLljLd3pQzxIsPvObuaYcawcWCymBiZQs1YNxS0Nxkdmoz094ij47PK1UKgEdxtoKIZ4tiM2HSIzy+yQ7zL2qKAXefMKd8hPgqHOEiRkWhkiuML0gZB3HJkio4gzlFLrgvi0caa+w6eae88c/wayJqXPnGHN39+9NsHPTGGmmp2dXZ4HwCApsiUVhniELxACgcuSbDY5kyGeK+hQ9zfq5QlXiIamQLaXzeUKPPAI9PeNX3x1pHCG91Yl2BXMxzi6WaIUwXs8ck5sWGoT3QX+Nqh2BTSbCZm9cZQUKe4VwAAikQXTNiM2G2quRA01eywJ8Y1lYKe9B3i65EhDlJkqK87EPdc32StSbGpJjHnV34oO8Qdj0yJ5k22EsR5DHS9SiBrNg6tEc++eIvnzPrXfYe9cdr1+wSAPCItiNn5xdi1EgQvkEZGfRIstnF2tysO8akEJ2creJ9QljmID+BxEN+ezs4O7xrmWD82OBQZnhOm/Xsaa890M8RPTM151w/ncBeVTX5sCnLEzcCICypDg3jUiUs/jj7NpprzVptq1sXI5saaLIiPFbS0CRQDitNY67unXHdopOUQ79N1iBfIrXXpdr+x5qH4xppwiLfm5U+qN9f8wNcPeNcIDpgBaBFp0dIh7vbcAsoZmUL5xCQkulLRUzNsqhk6xEuWIY4Ds0SiOfhFb6hJNK+jEJmSboZ40RtqMpuH65oIBHEzcLeBysAiDZUl0ekyWA0LgLzIlMWm64l/Bv/M5qaaiEwBWcWmuC7srukNH5/Nx9oqtigJEn9oEU+HCq6zdqBXPGqsJh48MS3OzNQP28pcim2Tx+1cKy7eNuw1JSWHIjbvADRCgiONo62aaiK2D1hp2qpQzbm8vOJldQ87kh/OFXlGgnjQ66MccxDPpThkTiaag18Gh3hzlafrhhyXGZZwiBe9oSbDDvdjvsAP9MCICyoDn7wXPWcsmwxx1aaaHJliwSHuvz/s0GROTs97YhuXIgOQFuwQd911FHWI9zjSVLMI+eHMZW1c4lwl4/o1kAd04HH9lXWXOIHNOwDxomVzpMUcmtACC/T76+CZpkiedkzPL3oNkYcizlpXIlN0M8R5jVIWQZwr0jA+yDvEKUZz+7p+UXS6m4x6EMTNrw2qiGnXULMMDnFEptgBIy6oDFx+BEG8NWv8RZiyIB64njotulNDMW5xaVmcmVkQozXEpYBs3MNFKFnkBbPtpobsXlQRxKnDObnVCiWIt8kRZ4e469dAXvz8ZVvFOr+SApt3AFYz0NPljYk0NjILfgPysgh4IGeHuEJkykTQUNMdUwlHppBzXYeyRZshMkUevo7J2FCEqsQk6DlE11JluabzYEiiqSZHphQ9Q3wLBHEr4G4DlSFYaGAjIuEQV41MWbH22sY11TzlRxqMIS4FZEBRHOJ0AEXite3NE+fbzis01eSN6ZoCNNSUEsThEE+cK17yhJ3en/EaARDf+JC08Oh6isdUrEOBDUFcpakmuyVdcohzZIquQ7xs8zSPC30FMhbkBV/HZcgPZ6Jr+SKZS1w9LKlCZAo73BGZYgZWZKAykHA0WusVG4fgMk4UxLWbapqf0rPLnJ1U0YaaVBoHQNrsHB3wPm8ecX+soMXcJr+pii1q/ma73WKyGa4qKdIi/sItw968sO/QmQYXZ9EahObFL/z4Ts9Bv21tsTcUAKTBQEysRbhWKs44Cdxdq88oVHNOzPoOcYcyxIOmmgprjbiD+LIcMNH+lMzOm7BPTeScsZr3+SnnjomyEL2OEZmSrkO8LJEp7HCHQ9wMd2ZFADIoR/r0q5+MMqQ2cDyAamQKx5vYiEzhHPIGh/h0XRAfHcQiEaTPr/7Eo8UzHrtJXLR1WLjOx151pfWfuWN9/UDgoVMz0t/Dzb2KtIinx/rYLcPizkPj4vCZWbF9Xf1580ab3DpowNwaer0+/39+Qoz4FRUAgBA+HIw2PkRTTWA3MmWx0A5xzhDXbapZtgzxrWv7xb//+tPEthJkYqfNjU87R/zMxZvFeZuGRFmIzgscYQr0G662dYiPl8MhTkZB2quwwA/0wN0GKgUJPRuHij34uRmZsmw/MiWSX3xias77PIrIFJDRfXDxtmLkEm4Z6fc+bLLLd8jvP6EgiM8XzyFOXLadY1PGV5Vil2WTnXY1xYifJQ4AaIxMac555oP+sjhaQd6CuPxand2STmWI95oJ4kGGeEkiU4gLNg+JQd85D9qv08skhjebyopkLnHxdaS9yMRsO4f4nHefFf1eo33qxuE+cWJqXqnvE2gEKzIAQMAaf1Gp6hCfs9pUs2NVU02OTKHIGwBAuuwerZeiHjg5XWqHeEOO+KEzq5pqopoIAGAz53nej4KDIA5M6Oc4ngUVh/iicw5xagZO94l5hjjuJ1B8EJli1yVOY15zHCIfwNGH7bjJvGNTjk/CJa4LZhAAQAALQCxw5+EQDzLE4yJTauWYvAAoQob6fgVBPMgQL1BTTWLPjhHv895IY83l5RXPyVkm1xkAIFv64wRxf10DAQ+YMMBxPApNNdktOeyQIM454iROxQlXSdDBNYEDJlC2ppocYQr0GO7vEYvLKw2RZWWLS2E2+c8DsSn64G4DAATQJo1SInQzxKOTuc3IlJPTiEwBICtow0zVGAdPzYqlZblNKpdu9xdsEX/O2KBXMnnXoXGx6I9jgWhVsOcCAHAw1iLi4p33Ha02qulAdYk7bJF3iLsVETDU1y0WllaUjTgEDphAmYjOC31wiKeWI16WhpqrGmuO17USoA5mEABAQxYVLSxVBfGwUVQ6TTUpG4uAQxyAbKAccboHj47PqjnEC7aIp6aZl24f8Vwk9x2fangucIgDAHQZ8GMtojnPvFaCoxXYzqeXzxB3zyFO6MSmkEOcYle6ccAEyhaZgvWnEVwJE5cjHjjEyyaIwyGuDWYQAEADlFum3lTTXi4mO8T5ZzZEpsAhDkDGOeIzahniBYtMacgR92NT2KmGklUAgC6cATszv7h6rQQBD1jJp5cXkSccdYhzUzudxpqUIY57CZSFnq56Dy0C608zeJzjcS8KC8eITAEM7jYAQAPk8Dy7uKSU5xc21Qwnc11YVG+ITJmqlwGtR1NNADJhly+Iy+aIB4J4AV0te5oaa3IuKcqwAQDmkSnRpppwiANzBnr86gOFak6ODnAxQ1xfEEfza1AeolXWaKppBlfCcGVMFRziR/3nBdTBLAIAaIAmYdLCo5ElWWaIs6gebap5cmrec5FggQBANuweG1ByiBe1qWZUEN97cNz7TAeCBCJTAADmLt7VTTWRIQ4yj0wJmmp2O+nknIpxciZBB0w4uAZlIXotY7+bXoZ42RziLIgfgyCujZOzyK233iquuOIK0dfXJ66++urg748fPy5e9rKXie3bt4vh4WFx+eWXi3/9139t+7N2794t+vv7xeDgoPexdm194wsAaD8hq8SmBIK4xcgUdlJRSeTk3CLiUgDIITJl/wlJh/h8MTPEubEOLSjvPTbplaCzQxwlqwAAXXgsbBDE2SEOQRxYPmxJYtJ3Sg455xCvP5dphfgXgppgLy6v4OAalNQhjjnCBK6E4XEvCkeLlMUhvnG43l8NGeL6OHm3bd26VbzhDW8QN954Y8PfT01NeSL4N7/5TXHmzBnxB3/wB+KlL32p+MEPftD25334wx/2vpc+6PsAAK3hU+k5hVLMNJtqBvnhiEsBwPkM8SIK4sRlO0bE0vKKuPvIhHcIR2CjDQAwb6oZCn20rqEqOGrmC4B5Pr1KU81F79pzTWgb7GPhSk0Q5z0C4odAWUBTTXtwJczEbIxDfPys14x3dLAuJJdhPlg30OMJ4ipxtyDEyVnkmmuu8ZzhY2NjDX9/zjnniN/6rd/yHOKdnZ3iuc99rrjgggs8gRwAYAdeLOflEGdRnX8mxaUQ62vlmLgAKAIjAz1i7UCPlyG+vJy8wOLxoohNNZsba/JzQSk2AECX/t7O2AxxuMOBKSTm0PykliG+4LnDOzo6nIw2mJ6Tfy5RIw7maVAWkCFuP0O82SFOlSUnpubExqE+bxwtC1TpSmPimZnVjniQTKFnEYpQ+eEPfyguvfTStl/3qle9yhPXr7zySvHZz3627de+5S1v8RYL/AFA1eBJmHN0ZZhfWrHmEOfFLS92T/oO8TFEpgCQeWNNalp1bPKsfIZ4QRfxe7ZzjviZwCGODQkAQJd+v/Fhc2QKV8EBYBqbIpshTtcdHfS6lh9O1PxD9Kk5NSGH1iYEBHFQFqJ7aFzXdg7amptqPjI1J8jjQwJymdji56EjNkWPwt5t8/Pz4tprrxUvfvGLvbzxVnzwgx8UDz74oDh8+LC46aabxAte8ALx7W9/u60gTuUG/AFA1eAyLRa4ZJj3BSQ7TTWbHeJz3uf1iEwBIFN2j9Yba+4/kRybwhtz18qxZbl4+4igM/C6II6NNgDATs5zVLSkmAc4xIGtSB5yiMtUcLmaH04M+o9pStEhzr0+EG0GygKvOanaGrFatjLEF1fFpZQpP5zhBqEQxPXoLKoY/sIXvlAMDAyI973vfW2/9qlPfar3ddSg87rrrvNiVj75yU9m9lgBqEZkyor1ppr8MzkypSxZXwAUySFOHDg5XfoMcVo8P3rDoDh0elYcOTPr/V1fQcV9AIB7jQ+pRwF9IPMY2KC/V76ak/LDieF+9xzig35TzSnFDHGu5ML9BMoCZfwTa3BNG8OHfxOzC/ENNX0BuSyw4/2YL/gDNTqLKIa/6EUv8j6TsN3bq+YapexxAIBEZIqCQ5zc3HSYbSOPi8uJ2aWJyBQAcnaISzTWZEG8yDEje/wc8TsePOV9RlMjAICpYMkOcZu9VgBoPnCRcoj7DSxdbKo5PacqiKOSC5QLrpAu8jratciUVg7xskWmsOMdDnE9nJxFFhcXxdmzZ73Py8vL3p9JAF9YWPAiUqanp8WnP/1pz/Xdjoceekj893//t5ibm/O+92Mf+5j4l3/5F69hJwDAniDu5WJaKgPmE3JEpgBQHId4kCFe0Kaa0caa395fF8ThEAcAmERaEDMLiw0CHiJTgM21ukyO+MSsuw7xGjvEdQVxiIegJPBhKQRxe001mzPEH56oawqbR8pVdb7Jd7yzAx6o4eSq7G1ve5vo7+8Xt9xyi/jMZz7j/fmqq64SX//61z1B+2tf+5rXJHNwcND7ePvb3x5870UXXSQ+9KEPeX+empoSr33ta8Xo6KjYsGGD+OM//mNPFP/xH//xHJ8dAG7DItBZf7Epg5eLacml0aqp5mitXJMXAGVyiBe9qWa0sSZ3aUc2KQBAl/4mwZLXNHCIg9wc4g5miLOTU10Qrz9vOMRB+RziuKZtNOulovVmhzgLxqV1iCMyRQv3jor9xpb0EUdSo8u77747+POFF14o9u7da/3xAVBm9JpqLovBPjvDyaqmmohMASAXqCpjqK/bc4jT3NtBXSdLmiFOXLB5yBOrWLjCpgQAoAuNHzRkBoI4R6bAIQ5sNm2VWKuzS5IbzblEzd876DrEccAEygIf7sAhbg7tV+gAsDlDvLRNNYPIlLoDHqiBWQQA0ABPxHOKGeL2IlM6YyNT1iEyBYDMF5S7xgY8B9oj/n3YChZ9iryQp431RVuHg/+HQxwAYDJ+0gHhjL+WWoCAByzS3+NH8swnC8nskmQ3tkuwmUY1Q5wPruEQB6VziGPtaQUa76bnl8SiryeUuanm2oEeb22ByBQ9MIsAABpgV+TZBbnIlKXlFbG8Ym+T19vcVHNqXoz091gT3AEA8uwOcsTbx6bweFH0zellfmxKGZ4LACB/F+9Ms0Mc4wqw6RCXyRD3BXHO1XWJmp+13xxtIN9UE+IhKAe8z0X/GjtwRQxXn1ClKzWdJKGce3yU6QCeXOKnpueDOCkgD+44AIBRU012aXAzTFN6Iw5xcr5QOego4lIAyFUQ33+ifWNNuk/pMK2TQvsKzB6/sWbR3e4AgPyhJsO0RiLjQLhWwtYLZJshzrEBLjrEac1Aeb/KkSn+HgUHTKAsoKmmXXi848M2Ohik8bJscSkMP6/jiE1RBrMIACDWIS6TS9joeuqyuiBYWFrx3OHEKOJSAMiFXX5jzSSHOLnUipwfzlwWEcThEAcAmDAQibVA5jGwCYtmMg5xlyNTOEecIlOS+oTFO8RxP4FywMYyCOJ24IoY7qFQ1rgUZpP/vI6isaYybs6MAAAHmmrKRaZw1nevJYc4u6fITcUNNUdrfVZ+NgBAjd1jdYf4gydbO8RpE0sHaOsG3CvHVmX36IAX0TQ+u4CyVQCAEWsijQ95rdQHhziw6BD/xo9Oes1b23HvsUlnm2oSg2u6xfHJOU/klhUDkSEOygZXSK/BNW0FPgCcmF0sdUNNZvNwXSuhWBigBgRxAEB8ZIpkBpXtMmA+IafN46npetkPIlMAyNshPp3o1GLxp+g5fI/ftU586X+Pi7UDGHcAAPoMRFy8vFaCQxzYgBvNf+p/DnsfMowNumkuGfIba1Jsiqwgzq53iiUCoEyOZmqQCMzhA8BJ3yH+cNkd4r7QfwwOcWUgiAMAGmBXpGyGeOAQt9xUk6JYTiAyBYBc2TDY5znRDpyY8ZzgJBg3w2MFV5cUnT943kXihY/fLh69YTDvhwIAKEnOMzLEgU1+9pItXja4bDPKczbUnBWCKDKFmDq7KC3a331k3Pt8waahVB8bAFnxxEetF++85hLxk4/ZmPdDKQXD7BD3x0gWilk4Lhs8vsMhrg4EcQBAA+zOmJOMTLHuEO+MRKawIO6oqwWAskMC+K7Rmvjh0Qmve3ncvcj9Bsri1Nq+bsD7AAAAE/qjgrhl8wCoNiQi3/DUc0QZGIw4xGWgw/m9B8+Irs4OcdHWkZQfHQDZ0N3VKa79sZ15P4zSOe5XOcTLKoj7zwuCuDpYlQEAWmSIqzXVtCWIU8f57s4ORKYA4FCuNrG/RWNNbupVhqaaAABg2yFOY6TtajoAyoKqIE6CD2WOkzu8LAfxAIB0M8TL3lSTnxciU9TBqgwA0MAajkyRzBBfWFqx3tiGNoxRh/h6RKYAkBvkEG+XI84OcdnsTwAAqAIDvd3BGMm9FrhxGgAgbKpJTEsK4vsOnvE+X7ZjbaqPCwBQvgzxskambByCQ1wXrMoAAPFNNZUjUxLa3CtAbnMS2k9MzzvdCAiAKpDkEOdqEji1AABg9XpqZn4RTTUBSMoQlxTE9x6s54fv2YG4FABAPEO+ID7Bgvj4nKdVlLUvGa0txgZ7xfGJOS9WCsiDVRkAoIUgnk9TTRbE56ORKSWdvAAog0OcD8/6/eoSAAAAjZEpgSAOhzgARpEpcIgDAGQjU6jxMGkVJ6fnPBc1RbOWFXK/1/WTuqEQyIFVGQAgPjIlpwxxjl+hzeOJyXnR0SHE2gEI4gDkxe4xuQxxRKYAAMBqQRxNNQGQEMTPJgviS8sr4q7D4969dd7GoQweHQCgyE01ySFOPQfINL1puNwV52isqQdWZQCAFk01VSNTbDrE66e3j0zNifUDvV4neQBAPmwaWuMdlCVliKOpJgAAhHCMFI2RC4hMAaCtIC6TIf6jR6Y8J/kl20awNwAASDnEHx4vd0NNZhM31oQgrgRWZQCABqiUiEp656Sbai6n0lSTnSCjg3CHA5D3mLBrfU2cmVkQZ2ZWl+GhqSYAALR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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 16
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 一图多线",
   "id": "b2e10fb87898e78"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T03:20:39.891349Z",
     "start_time": "2025-03-04T03:20:39.631362Z"
    }
   },
   "cell_type": "code",
   "source": [
    "from matplotlib import pyplot as plt\n",
    "from matplotlib import font_manager\n",
    "import random\n",
    "\n",
    "x = range(11,31)\n",
    "y1 = [random.randint(0,6) for i in x]\n",
    "y2 = [random.randint(0,6) for i in x]\n",
    "my_font = font_manager.FontProperties(fname = 'C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size = 20)\n",
    "\n",
    "plt.figure(figsize = (20,8),dpi = 90)\n",
    "plt.plot(x,y1,color = 'red',label = '自己')\n",
    "plt.plot(x,y2,color = 'blue',label = '同事')\n",
    "\n",
    "#x轴刻度\n",
    "xtick_labels = ('%d岁' % i for i in x)\n",
    "plt.xticks(x,xtick_labels,fontproperties = my_font,rotation = 45)\n",
    "\n",
    "#绘制网格\n",
    "#alpha = 0.4，设置透明度\n",
    "plt.grid(alpha = 0.4)\n",
    "\n",
    "#添加图例，设置位置（注：别处设置中文均为fontproperties，仅此处为prop   #设置位置loc: upper left , lower left , center left , upper center\n",
    "\n",
    "plt.legend(prop = my_font,loc = 'upper right')\n",
    "\n",
    "#展示\n",
    "\n",
    "plt.show()\n"
   ],
   "id": "a2949b23d0e3b709",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x720 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 19
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 一图多坐标",
   "id": "6cfe96f00f98db03"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T03:43:15.146211Z",
     "start_time": "2025-03-04T03:43:14.917334Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "x = np.arange(1,100) #划分子图\n",
    "fig,axes = plt.subplots(2,2)\n",
    "\n",
    "ax1 = axes[0,0]\n",
    "ax2 = axes[0,1]\n",
    "ax3 = axes[1,0]\n",
    "ax4 = axes[1,1]\n",
    "\n",
    "#作图1\n",
    "fig = plt.figure(figsize = (20,10),dpi = 90)\n",
    "ax1.plot(x,x)\n",
    "ax2.plot(x,-x)#图2\n",
    "ax3.plot(x,x**2)#图3\n",
    "ax4.plot(x,np.log(x))#图4\n",
    "\n",
    "plt.show()"
   ],
   "id": "4a2aecfc446a4fed",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x900 with 0 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 25
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T04:01:35.918517Z",
     "start_time": "2025-03-04T04:01:35.663395Z"
    }
   },
   "cell_type": "code",
   "source": [
    "#add_subplot方法\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x = np.arange(1,100)\n",
    "fig = plt.figure(figsize = (20,10),dpi = 90)\n",
    "\n",
    "#添加图1\n",
    "ax1 = fig.add_subplot(2,2,1)\n",
    "ax1.plot(x,x)\n",
    "\n",
    "#图2\n",
    "ax2 = fig.add_subplot(2,2,2)\n",
    "ax2.plot(x,np.log(x))\n",
    "\n",
    "#图3\n",
    "ax3 = fig.add_subplot(2,2,3)\n",
    "ax3.plot(x,x**2)\n",
    "#绘制背景网格\n",
    "ax3.grid(color = 'red',linestyle = '--',linewidth = 3,alpha = 0.3)"
   ],
   "id": "b59dc6bca2f5db6f",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x900 with 3 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 29
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 散点图",
   "id": "88a7c0e93a471824"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T04:19:49.328947Z",
     "start_time": "2025-03-04T04:19:49.164567Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from matplotlib import font_manager\n",
    "\n",
    "my_font = font_manager.FontProperties(fname = 'C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size = 10)\n",
    "\n",
    "y = [11, 17, 16, 11, 12, 11, 12, 6, 6, 7, 8, 9, 12, 15, 14, 17, 18, 21, 16, 17, 20, 14,15, 15, 15, 19, 21, 22, 22, 22,23]\n",
    "x = np.arange(1,len(y) + 1)\n",
    "\n",
    "plt.figure(figsize = (20,10),dpi = 90)\n",
    "plt.scatter(x,y,color = 'red',label = \"三月份\")\n",
    "\n",
    "_x_tick_labels = ['3月%d日' % i for i in x]\n",
    "_y_tick_labels = ['%d °C' % i for i in range(min(y),max(y) + 1)]\n",
    "plt.xticks(x[::3],_x_tick_labels[::3],fontproperties = my_font,rotation = 45) #隔三天显示一次日期\n",
    "plt.yticks(range(min(y),max(y) + 1),_y_tick_labels,fontproperties = my_font)\n",
    "plt.xlabel(\"日期\",fontproperties = my_font)\n",
    "plt.ylabel(\"温度\",fontproperties = my_font)\n",
    "\n",
    "#图例\n",
    "plt.legend(prop = my_font,loc = 'upper right')\n",
    "plt.show()"
   ],
   "id": "b135130d3e825ea7",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x900 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 36
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 绘制条形图",
   "id": "d3c5c41f1aa53e3e"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T10:27:44.716227Z",
     "start_time": "2025-03-04T10:27:44.568865Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from matplotlib import font_manager\n",
    "my_font = font_manager.FontProperties(fname = 'C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size = 10)\n",
    "\n",
    "a = ['流浪地球','疯狂的外星人','飞驰人生','大黄蜂','熊出没·原始时代','新喜剧之王']\n",
    "b = [38.13,19.85,14.89,11.36,6.47,5.93]\n",
    "\n",
    "plt.figure(figsize = (20,10),dpi = 90)\n",
    "\n",
    "'''绘制条形图'''\n",
    "rects = plt.bar(range(len(a)),b,width = 0.3,color = 'red')\n",
    "plt.xticks(range(len(a)),a,fontproperties = my_font,rotation = 45)\n",
    "\n",
    "'''在条形图上加批注（水平居中）'''\n",
    "for rect in rects:\n",
    "    height = rect.get_height()\n",
    "    plt.text(rect.get_x() + rect.get_width() / 2,height + 0.3,str(height),ha = 'center',fontproperties = my_font)"
   ],
   "id": "c603e00f18947ded",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x900 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 42
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 直方图",
   "id": "a14669d4397e1d19"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T10:39:25.009739Z",
     "start_time": "2025-03-04T10:39:24.752361Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 1）准备数据\n",
    "time = [131, 98, 125, 131, 124, 139, 131, 117, 128, 108, 135, 138, 131, 102,\n",
    "107, 114,\n",
    "119, 128, 121, 142, 127, 130, 124, 101, 110, 116, 117, 110, 128, 128, 115,\n",
    "99,\n",
    "136, 126, 134, 95, 138, 117, 111,78, 132, 124, 113, 150, 110, 117, 86,\n",
    "95, 144,\n",
    "105, 126, 130,126, 130, 126, 116, 123, 106, 112, 138, 123, 86, 101, 99, 136,123,\n",
    "117, 119, 105, 137, 123, 128, 125, 104, 109, 134, 125, 127,105, 120, 107, 129,\n",
    "116,\n",
    "108, 132, 103, 136, 118, 102, 120, 114,105, 115, 132, 145, 119, 121, 112, 139,\n",
    "125,\n",
    "138, 109, 132, 134,156, 106, 117, 127, 144, 139, 139, 119, 140, 83, 110,\n",
    "102,123,\n",
    "107, 143, 115, 136, 118, 139, 123, 112, 118, 125, 109, 119, 133,112, 114, 122,\n",
    "109,\n",
    "106, 123, 116, 131, 127, 115, 118, 112, 135,115, 146, 137, 116, 103,\n",
    "144, 83, 123,\n",
    "111, 110, 111, 100, 154,136, 100, 118, 119, 133, 134, 106, 129, 126,\n",
    "110, 111, 109,\n",
    "141,120, 117, 106, 149, 122, 122, 110, 118, 127, 121, 114, 125, 126,114, 140, 103,\n",
    "130, 141, 117, 106, 114, 121, 114, 133, 137, 92,121, 112, 146, 97, 137,\n",
    "105, 98,\n",
    "117, 112, 81, 97, 139, 113,134, 106, 144, 110, 137, 137, 111, 104, 117,100, 111,\n",
    "101, 110,105, 129, 137, 112, 120, 113, 133, 112, 83, 94, 146, 133,\n",
    "101,131, 116,\n",
    "111, 84, 137, 115, 122, 106, 144, 109, 123, 116, 111,111, 133, 150]\n",
    "\n",
    "from matplotlib import pyplot as plt\n",
    "from matplotlib import font_manager\n",
    "my_font = font_manager.FontProperties(fname = 'C:\\\\Windows\\\\Fonts\\\\simsun.ttc',size = 10)\n",
    "\n",
    "#创建画布\n",
    "plt.figure(figsize = (20,10),dpi = 90)\n",
    "#设置组距\n",
    "distance = 2\n",
    "#计算组数\n",
    "group_num = int((max(time) - min(time))/distance)\n",
    "#绘制直方图\n",
    "plt.hist(time,bins = group_num)\n",
    "#修改x轴刻度显示\n",
    "plt.xticks(range(min(time),max(time))[::2])\n",
    "\n",
    "#添加网格显示\n",
    "plt.grid(linestyle = '--',alpha = 0.5)\n",
    "\n",
    "#添加x，y轴描述信息\n",
    "plt.xlabel(\"电影时长大小\",fontproperties = my_font)\n",
    "plt.ylabel('电影的数据量',fontproperties = my_font)\n",
    "\n",
    "#显示图像\n",
    "plt.show()"
   ],
   "id": "ae8d15fe81bde48f",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1800x900 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 45
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": "# 饼状图",
   "id": "6ca652d56cbbeae6"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-03-04T12:33:03.316161Z",
     "start_time": "2025-03-04T12:33:03.243908Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib\n",
    "\n",
    "#各部分标签\n",
    "label_list = [\"第一部分\",\"第二部分\",\"第三部分\"]\n",
    "#各部分大小\n",
    "size = [55,35,10]\n",
    "#各部分颜色\n",
    "color = ['red','blue','green']\n",
    "'''各部分突出值'''\n",
    "explode = [0,0.05,0]\n",
    "\n",
    "\"\"\"\n",
    "绘 制 饼 图\n",
    "explode： 设 置 各 部 分 突 出\n",
    "\n",
    "label: 设 置 各 部 分 标 签\n",
    "\n",
    "labeldistance:设置标签文本距圆心位置，1.1 表示 1.1 倍半径\n",
    "\n",
    "autopct： 设 置 圆 里 面 文 本\n",
    "\n",
    "shadow：设置是否有阴影\n",
    "\n",
    "startangle：起始角度，默认从 0 开始逆时针转\n",
    "\n",
    "pctdistance：设置圆内文本距圆心距离返回值\n",
    "\n",
    "l_text：圆内部文本，\n",
    "\n",
    "matplotlib.text.Text object\n",
    "\n",
    "p_text：圆外部文本\n",
    "\"\"\"\n",
    "\n",
    "matplotlib.rcParams['font.sans-serif'] = ['SimHei']\n",
    "patches,l_text,p_text = plt.pie(size,explode = explode,colors = color,labels = label_list,labeldistance = 1.1,autopct = \"%1.1f%%\",shadow = False,startangle = 90,pctdistance = 0.6)\n",
    "#设置横轴和纵轴大小相等，这样才能是圆的\n",
    "plt.axis('equal')\n",
    "plt.legend()\n",
    "plt.show()"
   ],
   "id": "a5e5401a5e98b94a",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 7
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": "",
   "id": "7e482fbf5312346f"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
